Xiaofang ZHOU
周曉方
PhD in Computer Science
The University of Queensland, 1994

Associate Head (Research and Knowledge Transfer) and Chair Professor
Department of Computer Science and Engineering

Otto Poon Professor of Engineering



(852) 2358 8340
zxf@ust.hk
Room 2542
Personal Web

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Google Scholar
y6m820wAAAAJ

ORCID
0000-0001-6343-1455

ResearcherID
C-6169-2013

Scopus ID
8837009900




Research Interest Publications Teaching Assignment RPG Supervision




Research Interest

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Database systems
Spatial databases
Big data
Information and multimedia processing
Machine learning



Publications

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All Years 455 2022 0 2021 26 2020 27 2019 32 2018 29 2017 27 2016 314

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2021 26

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System
IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 08868214, p. 1861-1876
Fang, Junhua; Zhang, Rong; Zhao, Yan; Zheng, Kai; Zhou, Xiaofang; Zhou, Aoying Article
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery
IEEE Transactions on Knowledge and Data Engineering, October 2021
Ding, Pengfei; Liu, Guanfeng; Wang, Yan; Zheng, Kai; Zhou, Xiaofang Article
An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random k-Means Ensemble
IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 8896034, p. 1877-1890
Lai, Yongxuan; He, Songyao; Lin, Zhijie; Yang, Fan; Zhou, Qifeng; Zhou, Xiaofang Article
Community-Based Influence Maximization In Location-Based Social Network
World Wide Web, 10 August 2021
Chen, Xuanhao; Deng, Liwei; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai Article
cPhoto2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8850032, p. 1708-1721
Zhao, Pengpeng; Xu, Chengfeng; Liu, Yanchi; Sheng, Victor S.; Zheng, Kai; Xiong, Hui; Zhou, Xiaofang Article
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries
IEEE Transactions on Knowledge and Data Engineering, v.33, (4), April 2021, p. 1554-1566
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold Article
Implicit Relation-Aware Social Recommendation with Variational Auto-Encoder
World Wide Web, v. 24, (5), June 2021, p. 1395-1410
Zheng, Qiqi; Liu, Guanfeng; Liu, An; Li, Zhixu; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang Article
Improving the Quality of Web-Based Data Imputation With Crowd Intervention
IEEE Transactions on Knowledge and Data Engineering, v. 33, (6), June 2021, article number 8906155, p. 2534-2547
Gu, Binbin; Li, Zhixu; Liu, An; Xu, Jiajie; Zhao, Lei; Zhou, Xiaofang Article
Incremental Graph Pattern Based Node Matching with Multiple Updates
IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8844795, p. 1585-1600
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang Article
LoG: a locally-global model for entity disambiguation
World Wide Web, v. 24, (1), January 2021, p. 351-373
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang Article
Partition-Aware Graph Pattern Based Node Matching With Updates
IEEE Transactions on Knowledge and Data Engineering, 10 August 2021, p. 1-1
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang Article
Photovoltaic Nowcasting With Bi-Level Spatio-Temporal Analysis Incorporating Sky Images
IEEE Transactions on Sustainable Energy, v. 12, (3), July 2021, p. 1766-1776
Zhang, Ruiyuan; Ma, Hui; Saha, Tapan Kumar; Zhou, Xiaofang Article
Temporal knowledge completion with context-aware embeddings
World Wide Web-internet and Web Information Systems, v. 24, (2), March 2021, p. 675-695
Liu, Yu; Hua, Wen; Qu, Jianfeng; Xin, Kexuan; Zhou, Xiaofang Article
Temporal knowledge extraction from large-scale text corpus
World Wide Web, v. 24, (1), January 2021, p. 135-156
Liu, Yu; Hua, Wen; Zhou, Xiaofang Article
An Efficient Approach for Spatial Trajectory Anonymization
v. 13080 LNCS, 2021, p. 575-590
Wang, Y.; Hua, W.; Jin, F.; Qiu, J.; Zhou, Xiaofang Conference paper
Coalition-Based Task Assignment in Spatial Crowdsourcing
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458777, p. 241-252
Zhao, Yan; Guo, Jiannan; Chen, Xuanhao; Hao, Jianye; Zhou, Xiaofang; Zheng, Kai Conference paper
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458642, p. 253-264
An, Baoyi; Xiao, Mingjun; Liu, An; Xie, Xike; Zhou, Xiaofang Conference paper
Discovering subsequence patterns for next POI recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2021, January 2021, p. 3216-3222
Zhao, Kangzhi; Zhang, Yong; Yin, Hongzhi; Wang, Jin; Zheng, Kai; Zhou, Xiaofang; Xing, Chunxiao Conference paper
Dynamic Hub Labeling for Road Networks
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021 , article number 9458856, p. 336-347
Zhang, Mengxuan; Li, Lei; Hua, Wen; Mao, Rui; Chao, Pingfu; Zhou, Xiaofang Conference paper
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks
2021 IEEE 37th International Conference on Data Engineering (ICDE) / IEEE. New York, NY, USA : IEEE, 2021, p. 133-144
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang Conference paper
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458815, p. 1763-1774
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Chao, Pingfu; Zhou, Xiaofang Conference paper
Efficient Trajectory Contact Query Processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12681 LNCS, April 2021, p. 658-666
Chao, Pingfu; He, Dan; Li, Lei; Zhang, Mengxuan; Zhou, Xiaofang Conference paper
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) / Edited by Zhi-Hua Zhou. Vienna, Austria : International Joint Conferences on Artificial Intelligence, 2021, p. 3017-3023
Sun, Huimin; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Chao, Pingfu; Zhou, Xiaofang Conference paper
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458807, p. 708-719
Zheng, Bolong; Weng, Lianggui; Zhao, Xi; Zeng, Kai; Zhou, Xiaofang; Jensen, Christian S. Conference paper
Summarizing Long-Form Document with Rich Discourse Information
International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 2770-2779
Zhu, Tianyu; Hua, Wen; Qu, Jianfeng; Zhou, Xiaofang Conference paper
Variational Self-attention Network for Sequential Recommendation
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458633, p. 1559-1570
Zhao, Jing; Zhao, Pengpeng; Zhao, Lei; Liu, Yanchi; Sheng, Victor S.; Zhou, Xiaofang Conference paper

2020 27

A survey of trajectory distance measures and performance evaluation
VLDB Journal, v. 29, (1), January 2020, p. 3-32
Su, Han; Liu, Shuncheng; Zheng, Bolong; Zhou, Xiaofang; Zheng, Kai Article
Answering Why-Not Group Spatial Keyword Queries
IEEE Transactions on Knowledge and Data Engineering, v. 32, (1), January 2020, article number 8525350, p. 26-39
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Q.V.; Su, Han; Li, Guohui; Zhou, Xiaofang Article
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing
Data Science and Engineering, v. 5, (4), December 2020, p. 375-390
Li, Xiang; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai Article
Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network with Spatial-Temporal Correlation Analysis
IEEE Transactions on Industrial Informatics, v. 16, (3), March 2020, article number 8746200, p. 1635-1644
Zhang, Ruiyuan; Ma, Hui; Hua, Wen; Saha, Tapan Kumar; Zhou, Xiaofang Article
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach
IEEE Transactions on Knowledge and Data Engineering, v. 32, (12), December 2020, article number 8735884, p. 2336-2350
Zhao, Yan; Zheng, Kai; Li, Yang; Su, Han; Liu, Jiajun; Zhou, Xiaofang Article
Efficient and robust data augmentation for trajectory analytics: a similarity-based approach
World Wide Web, v. 23, (1), January 2020, p. 361-387
He, Dan; Wang, Sibo; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang Article
End-to-end relation extraction based on bootstrapped multi-level distant supervision
World Wide Web, v. 23, (5), September 2020, p. 2933-2956
He, Ying; Li, Zhixu; Yang, Qiang; Chen, Zhigang; Liu, An; Zhao, Lei; Zhou, Xiaofang Article
Group-Based Recurrent Neural Networks for POI Recommendation
ACM/IMS Transactions on Data Science, v. 1, (1), February 2020, article number 3, p. 1-18
Li, Guohui; Chen, Qi; Zheng, Bolong; Yin, Hongzhi; Nguyen, Quoc Viet Hung; Zhou, Xiaofang Article
Online sales prediction via trend alignment-based multitask recurrent neural networks
Knowledge and Information Systems, v. 62, (6), June 2020, p. 2139-2167
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wang, Hao; Zhou, Xiaofang; Li, Xue Article
Personalized Video Recommendation Using Rich Contents from Videos
IEEE Transactions on Knowledge and Data Engineering, v. 32, (3), March 2020, article number 8567986, p. 492-505
Du, Xingzhong; Yin, Hongzhi; Chen, Ling; Wang, Yang; Yang, Yi; Zhou, Xiaofang Article
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing
IEEE Transactions on Knowledge and Data Engineering, v. 32, (11), November 2020, article number 8704961, p. 2227-2240
Zheng, Kai; Zhao, Yan; Lian, Defu; Zheng, Bolong; Liu, Guanfeng; Zhou, Xiaofang Article
Semi-supervised clustering with deep metric learning and graph embedding
World Wide Web, v. 23, (2), March 2020, p. 781-798
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Zhou, Xiaofang Article
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing
IEEE Transactions on Knowledge and Data Engineering, v. 32, (4), April 2020, article number 8613932, p. 782-796
Xiao, Mingjun; Ma, Kai; Liu, An; Zhao, Hui; Li, Zhixu; Zheng, Kai; Zhou, Xiaofang Article
TEAGS: time-aware text embedding approach to generate subgraphs
Data Mining and Knowledge Discovery, v. 34, (4), July 2020, p. 1136-1174
Hosseini, Saeid; Najafipour, Saeed; Cheung, Ngai-Man; Yin, Hongzhi; Kangavari, Mohammad Reza; Zhou, Xiaofang Article
Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation
World Wide Web, v. 23, (1), January 2020, p. 47-73
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang Article
A Survey on Map-Matching Algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 121-133
Chao, Pingfu; Xu, Yehong; Hua, Wen; Zhou, Xiaofang Conference paper
Adaptive top-k overlap set similarity joins
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101864, p. 1081-1092
Yang, Zhong; Zheng, Bolong; Li, Guohui; Zhao, Xi; Zhou, Xiaofang; Jensen, Christian S. Conference paper
Decentralized Embedding Framework for Large-Scale Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 425-441
Imran, Mubashir; Yin, Hongzhi; Chen, Tong; Shao, Yingxia; Zhang, Xiangliang; Zhou, Xiaofang Conference paper
Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 29-41
Li, Mengqi; He, Dan; Zhou, Xiaofang Conference paper
EPARS: Early prediction of at-risk students with online and offline learning behaviors
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12113 LNCS, 2020, p. 3-19
Yang, Yu; Wen, Zhiyuan; Cao, Jiannong; Shen, Jiaxing; Yin, Hongzhi; Zhou, Xiaofang Conference paper
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation
WWW '20: Proceedings of The Web Conference 2020 / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 2768-2774
Liu, Jian; Zhao, Pengpeng; Zhuang, Fuzhen; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhou, Xiaofang; Xiong, Hui Conference paper
Fast query decomposition for batch shortest path processing in road networks
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101781, p. 1189-1200
Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang Conference paper
Path Query Processing Using Typical Snapshots in Dynamic Road Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 255-271
Zhang, Mengxuan; Li, Lei; Chao, Pingfu; Hua, Wen; Zhou, Xiaofang Conference paper
Predictive task assignment in spatial crowdsourcing: A data-driven approach
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101480, p. 13-24
Zhao, Yan; Zheng, Kai; Cui, Yue; Su, Han; Zhu, Feida; Zhou, Xiaofang Conference paper
Sequence-aware factorization machines for temporal predictive analytics
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101475, p. 1405-1416
Chen, Tong; Yin, Hongzhi; Hung Nguyen, Quoc Viet; Peng, Wen Chih; Li, Xue; Zhou, Xiaofang Conference paper
Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 105-120
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofeng Conference paper
Updates-aware graph pattern based node matching
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101806, p. 697-708
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Zhou, Xiaofang Conference paper

2019 32

A framework for parallel map-matching at scale using Spark
Distributed and Parallel Databases, v. 37, (4), December 2019, p. 697-720
Alves Peixoto, Douglas; Hung Nguyen, Quoc Viet; Zheng, Bolong; Zhou, Xiaofang Article
A novel hybrid publication recommendation system using compound information
World Wide Web, v. 22, (6), November 2019, p. 2499-2517
Yang, Qiang; Li, Zhixu; Liu, An; Liu, Guanfeng; Zhao, Lei; Zhang, Xiangliang; Zhang, Min; Zhou, Xiaofang Article
An efficient method for top-k graph based node matching
World Wide Web, v. 22, (3), May 2019, p. 945-966
Liu, Guanfeng; Shi, Qun; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang Article
Exploiting Combination Effect for Unsupervised Feature Selection by ?2,0 Norm
IEEE Transactions on Neural Networks and Learning Systems, v. 30, (1), January 2019, article number 8375143, p. 201-214
Du, Xingzhong; Nie, Feiping; Wang, Weiqing; Yang, Yi; Zhou, Xiaofang Article
Integrating workload balancing and fault tolerance in distributed stream processing system
World Wide Web, v. 22, (6), November 2019, p. 2471-2496
Fang, Junhua; Chao, Pingfu; Zhang, Rong; Zhou, Xiaofang Article
Leveraging multi-aspect time-related influence in location recommendation
World Wide Web, v. 22, (3), May 2019, p. 1001-1028
Hosseini, Saeid; Yin, Hongzhi; Zhou, Xiaofang; Sadiq, Shazia; Kangavari, Mohammad Reza; Cheung, Ngai-Man Article
Parallelizing approximate single-source personalized PageRank queries on shared memory
VLDB Journal, v. 28, (6), December 2019, p. 923-940
Wang, Runhui; Wang, Sibo; Zhou, Xiaofang Article
Protecting multi-party privacy in location-aware social point-of-interest recommendation
World Wide Web, v. 22, (2), March 2019, p. 863-883
Wang, Weiqi; Liu, An; Li, Zhixu; Zhang, Xiangliang; Li, Qing; Zhou, Xiaofang Article
Searching activity trajectory with keywords
World Wide Web, v. 22, (3), May 2019, p. 967-1000
Zheng, Bolong; Zheng, Kai; Scheuermann, Peter; Zhou, Xiaofang; Hung, Nguyen Quoc Viet; Li, Chenliang Article
A fine-grained and noise-aware method for neural relation extraction
CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 659-668
Qu, Jianfeng; Hua, Wen; Ouyang, Dantong; Zhou, Xiaofang; Li, Ximing Conference paper
A hierarchical framework for top-k location-aware error-tolerant keyword search
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731340, p. 968-997
Yang, Junye; Zhang, Yong; Zhou, Xiaofang; Wang, Jin; Hu, Huiqi; Xing, Chunxiao Conference paper
An efficient framework for correctness-aware kNN queries on road networks
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731516, p. 1298-1309
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold Conference paper
An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11448 LNCS, 2019, p. 305-309
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang Conference paper
Answering why-not group spatial keyword queries (Extended Abstract)
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731602, p. 2155-2156
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Quoc Viet; Su, Han; Li, Guohui; Zhou, Xiaofang Conference paper
Batch processing of shortest path queries in road networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11393 LNCS, 2019, p. 3-16
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang Conference paper
Context-Aware Temporal Knowledge Graph Embedding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, 2019, p. 583-598
Liu, Yu; Hua, Wen; Xin, Kexuan; Zhou, Xiaofang Conference paper
Discovering correlations between sparse features in distant supervision for relation extraction
WSDM '19: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2019, p. 726-734
Qu, Jiangeng; Ouyang, Dantong; Ye, Yuxin; Hua, Wen; Zhou, Xiaofang Conference paper
Efficient batch processing of shortest path queries in road networks
Proceedings - IEEE International Conference on Mobile Data Management, v. 2019, June 2019, article number 8788793, p. 100-105
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang Conference paper
Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, p. 523-537
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang Conference paper
Extracting temporal patterns from large-scale text corpus
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11393 LNCS,, 2019, p. 17-30
Liu, Yu; Hua, Wen; Zhou, Xiaofang Conference paper
Feature-level deeper self-attention network for sequential recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2019, August 2019, p. 4320-4326
Zhang, Tingting; Zhao, Pengpeng; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Wang, Deqing; Liu, Guanfeng; Zhou, Xiaofang Conference paper
Graph contextualized self-attention network for session-based recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2019, August 2019, p. 3940-3946
Xu, Chengfeng; Zhao, Pengpeng; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhuang, Fuzhen; Fang, Junhua; Zhou, Xiaofang Conference paper
Moving object linking based on historical trace
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731507, p. 1058-1069
Jin, Fengmei; Hua, Wen; Xu, Jiajie; Zhou, Xiaofang Conference paper
Multi-source multi-net micro-video recommendation with hidden item category discovery
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11447 LNCS, 2019, p. 384-400
Ma, Jingwei; Wen, Jiahui; Zhong, Mingyang; Chen, Weitong; Zhou, Xiaofang; Indulska, Jadwiga Conference paper
RecKGC: Integrating Recommendation with Knowledge Graph Completion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11888 LNAI, 2019, p. 250-265
Ma, Jingwei; Zhong, Mingyang; Wen, Jiahui; Chen, Weitong; Zhou, Xiaofang; Li, Xue Conference paper
Recurrent convolutional neural network for sequential recommendation
WWW '19: The World Wide Web Conference / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 3398-3404
Xu, Chengfeng; Xu, Jianjie; Zhao, Pengpeng; Sheng, Victor S.; Liu, Yanchi; Cui, Zhiming; Zhou, Xiaofang; Xiong, Hui Conference paper
Semi-supervised Clustering with Deep Metric Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11448 LNCS, 2019, p. 383-386
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Chen, Hongxu; Sadiq, Shazia; Zhou, Xiaofang Conference paper
SIRCS: Slope-intercept-residual compression by correlation sequencing for multi-stream high variation data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11446 LNCS, 2019, p. 191-206
Ye, Zixin; Hua, Wen; Wang, Liwei; Zhou, Xiaofang Conference paper
Social influence-based group representation learning for group recommendation
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731382, p. 566-577
Yin, Hongzhi; Wang, Qinyong; Zheng, Kai; Li, Zhixu; Yang, Jiali; Zhou, Xiaofang Conference paper
Time-dependent hop labeling on road network
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731400, p. 902-913
Li, Lei; Wang, Sibo; Zhou, Xiaofang Conference paper
WebPut: A web-aided data imputation system for the general type of missing string attribute values
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731367, p. 1952-1955
Shan, Shuangli; Li, Zhixu; Li, Yang; Yang, Qiang; Zhu, Jia; Sharaf, Mohamed; Zhou, Xiaofang Conference paper
Where to go next: A spatio-temporal gated network for next POI recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 5877-5884
Zhao, Pengpeng; Zhu, Haifeng; Liu, Yanchi; Xu, Jiajie; Li, Zhixu; Zhuang, Fuzhen; Sheng, Victor S.; Zhou, Xiaofang Conference paper

2018 29

Computing crowd consensus with partial agreement
IEEE Transactions on Knowledge and Data Engineering, v. 30, (1), January 2018, p. 1-14
Hung Nguyen, Quoc Viet; Viet, Huynh Huu; Tam, Nguyen Thanh; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang Article
Context-aware trust network extraction in large-scale trust-oriented social networks
World Wide Web, v. 21, (3), May 2018, p. 713-738
Liu, Guanfeng; Liu, Yi; Liu, An; Li, Zhixu; Zheng, Kai; Wang, Yan; Zhou, Xiaofang Article
Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction
IEEE Transactions on Knowledge and Data Engineering, v. 30, (5), May 2018, p. 852-865
Li, Zhixu; He, Ying; Gu, Binbin; Liu, An; Li, Hongsong; Wang, Haixun; Zhou, Xiaofang Article
Distributed Stream Rebalance for Stateful Operator under Workload Variance
IEEE Transactions on Parallel and Distributed Systems, v. 29, (10), October 2018, article number 8340854, p. 2223-2240
Fang, Junhua; Zhang, Rong; Fu, Tom Z.J.; Zhang, Zhenjie; Zhou, Aoying; Zhou, Xiaofang Article
Exploiting detected visual objects for frame-level video filtering
World Wide Web, v. 21, (5), September 2018, p. 1259-1284
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang Article
Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory
VLDB Journal, v. 27, (3), June 2018, p. 321-345
Li, Lei; Zheng, Kai; Wang, Sibo; Hua, Wen; Zhou, Xiaofang Article
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs
IEEE Transactions on Knowledge and Data Engineering, v. 30, (6), June 2018, p. 1050-1064
Liu, Guanfeng; Liu, Yi; Zheng, Kai; Liu, An; Li, Zhixu; Wang, Yang; Zhou, Xiaofang Article
Semantic-aware top-k spatial keyword queries
World Wide Web, v. 21, (3), May 2018, p. 573-594
Qian, Zhihu; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Zhou, Xiaofang Article
Time-dependent route scheduling on road networks
SIGSPATIAL Special, v. 10, (1), June 2018, p. 10-14
Li, Lei; Kim, Jiwon; Xu, Jiajie; Zhou, Xiaofang Article
TPM: A temporal personalized model for spatial item recommendation
ACM Transactions on Intelligent Systems and Technology, v. 9, (6), November 2018, article number a61
Wang, Weiqing; Yin, Hongzhi; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang Article
Spatiotemporal Recommendation in Geo-Social Networks
Encyclopedia of Social Network Analysis and Mining / Alhajj R., Rokne J. (eds). New York : Springer, 2018, p. 67-83
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang Book chapter
Two-Dimensional Shape Retrieval
Encyclopedia of Database Systems / Ling Liu, M. Tamer ?zsu, editors.. New York : Springer, 2018, p. 64-71
Chen, Lei; Zhou, Xiaofang Book chapter
A system for spatial-temporal trajectory data integration and representation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 807-812
Peixoto, Douglas Alves; Zhou, Xiaofang; Hung Nguyen, Quoc Viet; He, Dan; Stantic, Bela Conference paper
Auto-CES: An automatic pruning method through clustering ensemble selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 275-287
Maskouni, Mojtaba Amiri; Hosseini, Saeid; Abachi, Hadi Mohammadzadeh; Kangavari, Mohammadreza; Zhou, Xiaofang Conference paper
Computing crowd consensus with partial agreement
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1749-1750, Article number 8509453
Hung Nguyen, Quoc Viet; Huynh, Huu Viet; Nguyen, Thanh Tam; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang Conference paper
Concept for evaluation of techniques for trajectory distance measures
Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 276-277
Peixoto, Douglas Alves; Su, Han; Hung Nguyen, Quoc Viet; Stantic, Bela; Zheng, Bolong; Zhou, Xiaofang Conference paper
DAVE: Extracting domain attributes and values from text corpus
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10987 LNCS, 2018, p. 431-439
Shen, Yongxin; Li, Zhixu; Zhang, Wenling; Liu, An; Zhou, Xiaofang Conference paper
Effective and Efficient User Account Linkage across Location Based Social Networks
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1025-1036, Article number 8509322
Chen, Wei; Yin, Hongzhi; Wang, Weiqing; Zhao, Lei; Zhou, Xiaofang Conference paper
Efficient clue-based route search on road networks (extended Abstract)
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1783-1784, Article number 8509470
Zheng, Bolong; Su, Han; Hua, Wen; Zheng, Kai; Zhou, Xiaofang; Li, Guohui Conference paper
Exploiting reshaping subgraphs from bilateral propagation graphs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10827 LNCS, 2018, p. 342-351
Hosseini, Saeid; Yin, Hongzhi; Cheung, Ngai-Man; Leng, Kan Pak; Elovici, Yuval; Zhou, Xiaofang Conference paper
ID repair for trajectories with transition graphs
Advances in Database Technology - EDBT, v. 2018, March 2018, p. 1-12
Cui, Xingcan; Yu, Xiaohui; Zhou, Xiaofang; Guo, Jiong Conference paper
Incremental graph pattern based node matching
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 281-292, Article number 8509255
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Zhou, Xiaofang Conference paper
Joint event-partner recommendation in event-based social networks
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 929-940, Article number 8509309
Yin, Hongzhi; Zou, Lei; Hung Nguyen, Quoc Viet; Huang, Zi; Zhou, Xiaofang Conference paper
LC-RNN: A deep learning model for traffic speed prediction
IJCAI International Joint Conference on Artificial Intelligence, v. 2018, July 2018, p. 3470-3476
Lv, Zhongjian; Xu, Jiajie; Zheng, Kai; Yin, Hongzhi; Zhao, Pengpeng; Zhou, Xiaofang Conference paper
Mining subgraphs from propagation networks through temporal dynamic analysis
Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 66-75
Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Elovici, Yuval; Zhou, Xiaofang Conference paper
Modeling patient visit using electronic medical records for cost profile estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 20-36
Zhao, Kangzhi; Zhang, Yong; Wang, Zhihao; Yin, Hongzhi; Zhou, Xiaofang; Wang, Jin; Xing, Chunxiao Conference paper
Origin-destination trajectory diversity analysis: Efficient top-k diversified search
Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 135-144
He, Dan; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang Conference paper
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction
Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2018, November 2018, article number 8594829, p. 49-58
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wu, Lin; Wang, Hao; Zhou, Xiaofang; Li, Xue Conference paper
Trajectory set similarity measure: An EMD-based approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 28-40
He, Dan; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang Conference paper

2017 27

A context-aware approach for trustworthy worker selection in social crowd
World Wide Web, v. 20, (6), November 2017, p. 1211-1235
Zhao, Yang; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang Article
A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation
IEEE Access, v. 6, October 2017, p. 393-404
Liu, An; Wang, Weiqi; Li, Zhixu; Liu, Guanfeng; Li, Qing; Zhou, Xiaofang; Zhang, Xiangliang Article
An empirical study on user-topic rating based collaborative filtering methods
World Wide Web, v. 20, (4), July 2017, p. 815-829
He, Tieke; Chen, Zhenyu; Liu, Jia; Zhou, Xiaofang; Du, Xingzhong; Wang, Weiqing Article
Answer validation for generic crowdsourcing tasks with minimal efforts
VLDB Journal, v. 26, (6), December 2017, p. 855-880
Hung Nguyen, Quoc Viet; Thang, Duong Chi; Tam, Nguyen Thanh; Weidlich, Matthias; Aberer, Karl; Yin, Hongzhi; Zhou, Xiaofang Article
Argument discovery via crowdsourcing
VLDB Journal, v. 26, (4), August 2017, p. 511-535
Hung Nguyen, Quoc Viet; Duong, Chi Thang; Nguyen, Thanh Tam; Weidlich, Matthias; Aberer, Karl; Yin, Hongzhi; Zhou, Xiaofang Article
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis
IEEE Transactions on Image Processing, v. 26, (10), October 2017, article number 7964737, p. 5057-5069
Yu, Litao; Huang, Zi; Shen, Fumin; Song, Jingkuan; Shen, Heng Tao; Zhou, Xiaofang Article
CAT: Context-aware trust-oriented worker selection in social crowd
Computing and Informatics, v. 36, (3), 2017, p. 517-540
Zhao, Yang; Zheng, Kai; Liu, An; Li, Zhixu; Liu, Guanfeng; Zhou, Xiaofang Article
Data Quality: The Role of Empiricism
SIGMOD Record, v. 46, (4), December 2017, p. 35-43
Sadiq, Shazia; Dasu, Tamraparni; Dong, Xin Lina; Freire, Juliana; Ilyas, Ihab F.; Link, Sebastian; Miller, Renee J.; Naumann, Felix; Zhou, Xiaofang; Srivastava, Divesh Article
Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search
IEEE Transactions on Multimedia, v. 19, (9), September 2017, article number 7984879, p. 2066-2079
Zhu, Lei; Huang, Zi; Liu, Xiaobai; He, Xiangnan; Sun, Jiande; Zhou, Xiaofang Article
Efficient Clue-Based Route Search on Road Networks
IEEE Transactions on Knowledge and Data Engineering, v. 29, (9), September 2017, article number 7926432, p. 1846-1859
Zheng, Bolong; Su, Han; Hua, Wen; Zheng, Kai; Zhou, Xiaofang; Li, Guohui Article
HD-GDD: high dimensional graph dominance drawing approach for reachability query
World Wide Web, v. 20, (4), July 2017, p. 677-696
Li, Lei; Hua, Wen; Zhou, Xiaofang Article
Ranking weighted clustering coefficient in large dynamic graphs
World Wide Web, v. 20, (5), September 2017, p. 855-883
Li, Xuefei; Chang, Lijun; Zheng, Kai; Huang, Zi; Zhou, Xiaofang Article
Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 29, (11), November 2017, article number 8013107, p. 2537-2551
Yin, Hongzhi; Wang, Weiqing; Wang, Hao; Chen, Ling; Zhou, Xiaofang Article
ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation
ACM Transactions on Intelligent Systems and Technology, v. 8, (3), April 2017, article number 48
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang Article
The Interaction Between Schema Matching and Record Matching in Data Integration
IEEE Transactions on Knowledge and Data Engineering, v. 29, (1), January 2017, article number 7572193, p. 186-199
Gu, Binbin; Li, Zhixu; Zhang, Xiangliang; Liu, An; Liu, Guanfeng; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang Article
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge
IEEE Transactions on Knowledge and Data Engineering, v. 29, (3), March 2017, article number 7476863, p. 499-512
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang Article
A performance study on large-scale data analytics using disk-based and in-memory database systems
2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 245-254, Article number 7881706
Chao, Pingfu; He, Dan; Sadiq, Shazia; Zheng, Kai; Zhou, Xiaofang Conference paper
Decomposition-based approximation of time series data with max-error guarantees
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10538 LNCS, 2017, p. 71-82
Ruan, Boyu; Hua, Wen; Zhang, Ruiyuan; Zhou, Xiaofang Conference paper
EtherQL: A query layer for blockchain system
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10178 LNCS, 2017, p. 556-567
Li, Yang; Zheng, Kai; Yan, Ying; Liu, Qi; Zhou, Xiaofang Conference paper
Exploiting spatio-temporal user behaviors for user linkage
CIKM '17: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2017, p. 517-526
Chen, Wei; Yin, Hongzhi; Wang, Weiqing; Zhao, Lei; Hua, Wen; Zhou, Xiaofang Conference paper
Jointly modeling heterogeneous temporal properties in location recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 490-506
Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Minimal on-road time route scheduling on time-dependent graphs
Proceedings of the VLDB Endowment, v. 10, (11), August 2017, p. 1274-1285
Li, Lei; Hua, Wen; Du, Xingzhong; Zhou, Xiaofang Conference paper
Mobi-SAGE: A sparse additive generative model for mobile app recommendation
Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2017, p. 75-78, Article number 7929939
Yin, Hongzhi; Chen, Liang; Wang, Weiqing; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang Conference paper
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs
Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017, September 2017, article number 8029811, p. 588-595
Shi, Qun; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang Conference paper
Outlier trajectory detection: A trajectory analytics based approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 231-246
Lv, Zhongjian; Xu, Jiajie; Zhao, Pengpeng; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang Conference paper
The interaction between schema matching and record matching in data integration (Extended abstract)
Proceedings - International Conference on Data Engineering / IEEE. Piscatway, NJ : IEEE, 2017, p. 33-34, Article number 7929919
Gu, Binbin; Liu, Guanfeng; Li, Zhixu; Zheng, Kai; Zhao, Lei; Liu, An; Zhang, Xiangliang; Zhou, Xiaofang Conference paper
When differential privacy meets randomized perturbation: A hybrid approach for privacy-preserving recommender system
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 576-591
Liu, Xiao; Liu, An; Zhang, Xiangliang; Li, Zhixu; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang Conference paper

2016 24

A spatial-temporal topic model for the semantic annotation of PoIs in LBSns
ACM Transactions on Intelligent Systems and Technology, v. 8, (1), July 2016, article number 12
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Sadiq, Shazia; Luo, Bin Article
Access time oracle for planar graphs
IEEE Transactions on Knowledge and Data Engineering, v. 28, (8), August 2016, article number 7442555, p. 1959-1970
Deng, Ke; Li, Jianxin; Pang, Chaoyi; Li, Jiuyong; Zhou, Xiaofang Article
Adapting to user interest drift for poi recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 28, (10), October 2016, article number 7491346, p. 2566-2581
Yin, Hongzhi; Zhou, Xiaofang; Cui, Bin; Wang, Hao; Zheng, Kai; Hung Nguyen, Quoc Viet Article
Compound rank-k projections for bilinear analysis
IEEE Transactions on Neural Networks and Learning Systems, v. 27, (7), July 2016, article number 7161356, p. 1502-1513
Chang, Xiaojun; Nie, Feiping; Wang, Sen; Yang, Yi; Zhou, Xiaofang; Zhang, Chengqi Article
Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations
IEEE Data Engineering Bulletin, v. 39, (2), June 2016, p. 21-37
Kohler, Henning; Link, Sebastian; Zhou, Xiaofang Article
Exploiting viral marketing for location promotion in location-based social networks
ACM Transactions on Knowledge Discovery from Data, v. 11, (2), November 2016, article number 25
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang Article
Joint modeling of user check-in behaviors for real-time point-of-interest recommendation
ACM Transactions on Information Systems, v. 35, (2), October 2016, article number 2873055
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang; Wang, Weiqing; Huang, Zi; Sadiq, Shazia Article
Landmark-Based Route Recommendation with Crowd Intelligence
Data Science and Engineering, v. 1, (2), June 2016, p. 86-100
Zheng, Bolong; Su, Han; Zheng, Kai; Zhou, Xiaofang Article
Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption
IEEE Transactions on Knowledge and Data Engineering, v. 28, (5), May 2016, article number 7378511, p. 1258-1271
Xie, Qing; Zhang, Xiangliang; Li, Zhixu; Zhou, Xiaofang Article
Possible and certain keys for SQL
VLDB Journal, v. 25, (4), August 2016, p. 571-596
K?hler, Henning; Leck, Uwe; Link, Sebastian; Zhou, Xiaofang Article
Quality-Aware Entity-Level Semantic Representations for Short Texts
IEEE Data Engineering Bulletin, v. 39, (2), June 2016, p. 93-105
Hua, Wen; Zheng, Kai; Zhou, Xiaofang Article
TOSI: A trust-oriented social influence evaluation method in contextual social networks
Neurocomputing, v. 210, October 2016, p. 130-140
Liu, Guanfeng; Zhu, Feng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang Article
WARD@TRECVID 2016: Surveillance Event Detection
TRECVID 2016, January 2016, article number tv16
Du, Xingzhong; Yang, Yi; Zhou, Xiaofang Article
Clue-based spatio-textual query
Proceedings of the VLDB Endowment, v. 10, (5), 2016, p. 529-540
Liu, Junling; Ge, Yu; Deng, Ke; Zhou, Xiaofang; Sun, Huiliang; Jensen, Christian S. Conference paper
Discovering interpretable geo-social communities for user behavior prediction
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 942-953, Article number 7498303
Yin, Hongzhi; Hu, Zhiting; Zhou, Xiaofang; Wang, Hao; Zheng, Kai; Hung Nguyen, Quoc Viet; Sadiq, Shazia Conference paper
Exploiting hierarchies for efficient detection of completeness in stream data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 419-431
Razniewski, Simon; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Finding least on-road travel time on road network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 137-149
Li, Lei; Zhou, Xiaofang; Zheng, Kevin Conference paper
Graph-Based Metric Embedding for Next POI Recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10042 LNCS, 2016, p. 207-222
Xie, Min; Yin, Hongzhi; Xu, Fanjiang; Wang, Hao; Zhou, Xiaofang Conference paper
Keyword-aware continuous kNN query on road networks
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 871-882, Article number 7498297
Zheng, Bolong; Zheng, Kai; Xiao, Xiaoku; Su, Han; Yin, Hongzhi; Zhou, Xiaofang; Li, Guohui Conference paper
SPORE: A sequential personalized spatial item recommender system
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 954-965, Article number 7498304
Wang, Weiqing; Yin, Hongzhi; Sadiq, Shazia; Chen, Ling; Xie, Min; Zhou, Xiaofang Conference paper
TRIP: An interactive retrieving-inferring data imputation approach
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 1462-1463, Article number 7498375
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang Conference paper
Understanding information diffusion under interactions
IJCAI International Joint Conference on Artificial Intelligence, v. 2016, January 2016, p. 3875-3881
Su, Y.; Zhang, X.; Yu, P.S.; Hua, W.; Zhou, Xiaofang; Fang, B. Conference paper
Using detected visual objects to index video database
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 333-345
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang Conference paper
When peculiarity makes a difference: object characterisation in heterogeneous information networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9643, 2016, p. 3-17
Chen, Wei; Zhu, Feida; Zhao, Lei; Zhou, Xiaofang Conference paper

2015 29

Best keyword cover search
IEEE Transactions on Knowledge and Data Engineering, v. 27, (1), January 2015, article number 6820760, p. 61-73
Deng, Ke; Li, Xin; Lu, Jiaheng; Zhou, Xiaofang Article
Calibrating trajectory data for spatio-temporal similarity analysis
VLDB Journal, v. 24, (1), January 2015, p. 93-116
Su, Han; Zheng, Kai; Huang, Jiamin; Wang, Haozhou; Zhou, Xiaofang Article
Cardinality constraints on qualitatively uncertain data
Data and Knowledge Engineering, v. 99, September 2015, p. 126-150
Hall, Neil; Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang Article
Dynamic user modeling in social media systems
ACM Transactions on Information Systems, v. 33, (3), March 2015, article number 10
Yin, Hongzhi; Cui, Bin; Chen, Ling; Hu, Zhiting; Zhou, Xiaofang Article
Semisupervised feature selection via spline regression for video semantic recognition
IEEE Transactions on Neural Networks and Learning Systems, v. 26, (2), February 2015, p. 252-264
Han, Yahong; Yang, Yi; Yan, Yan; Ma, Zhigang; Sebe, Nicu; Zhou, Xiaofang Article
Social event identification and ranking on flickr
World Wide Web, v. 18, (5), September 2015, p. 1219-1245
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang Article
Trip Oriented Search on Activity Trajectory
Journal of Computer Science and Technology, v. 30, (4), July 2015, p. 745-761
Chen, Wei; Zhao, Lei; Xu, Jia-Jie; Liu, Guan-Feng; Zheng, Kai; Zhou, Xiaofang Article
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
IEEE Transactions on Knowledge and Data Engineering, v. 27, (9), September 2015, article number 7056462, p. 2550-2563
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang Article
WARD-CMU@TRECVID 2015: Surveillance Event Detection
TRECVID 2015, January 2015, article number tv15
Du, Xingzhong; Li, Xuanchong; Zhou, Xiaofang; Hauptmann, Alexander Article
A convex formulation for spectral shrunk clustering
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9606, p. 2532-2538
Chang, Xiaojun; Nie, Feiping; Ma, Zhigang; Yang, Yi; Zhou, Xiaofang Conference paper
A novelty-seeking based dining recommender system
WWW '15: Proceedings of the 24th International Conference on World Wide Web / International World Wide Web Conferences Steering Committee. Republic and Canton of Geneva, Switzerland : International World Wide Web Conferences Steering Committee, 2015, p. 1362-1372
Zhang, Fuzheng; Zheng, Kai; Yuan, Nicholas Jing Yuan; Xie, Xing; Chen, Enhong; Zhou, Xiaofang Conference paper
Addressing instance ambiguity in web harvesting
WebDB'15: Proceedings of the 18th International Workshop on Web and Databases / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 6-12
Li, Zhixu; Zhang, Xiangliang; Huang, Hai; Xie, Qing; Zhu, Jia; Zhou, Xiaofang Conference paper
Approximate keyword search in semantic trajectory database
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113349, p. 975-986
Zheng, Bolong; Yuan, Nicholas Jing; Zheng, Kai; Xie, Xing; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Efficient secure similarity computation on encrypted trajectory data
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113273, p. 66-77
Liu, An; Zhengy, Kai; Li, Lu; Liu, Guangfeng; Zhao, Lei; Zhou, Xiaofang Conference paper
Geographical constraint and temporal similarity modeling for point-of-interest recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9419, 2015, p. 426-441
Wu, Huimin; Shao, Jie; Yin, Hongzhi; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Geo-SAGE: A geographical sparse additive generative model for spatial item recommendation
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1255-1264
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Interactive Top-k Spatial Keyword queries
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113303, p. 423-434
Zheng, Kai; Su, Han; Zheng, Bolong; Shang, Shuo; Xu, Jiajie; Liu, Jiajun; Zhou, Xiaofang Conference paper
Joint modeling of user check-in behaviors for point-of-interest recommendation
International Conference on Information and Knowledge Management, Proceedings / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 1631-1640
Yin, Hongzhi; Zhou, Xiaofang; Shao, Yingxia; Wang, Hao; Sadiq, Shazia Conference paper
Joint modeling of users' interests and mobility patterns for point-of-interest recommendation
MM '15: Proceedings of the 23rd ACM international conference on Multimedia / Association for Computing Machinery. New York, United States : Association for Computing Machinery
Yin, Hongzhi; Cui, Bin; Huang, Zi; Wang, Weiqing; Wu, Xian; Zhou, Xiaofang Conference paper
Making sense of trajectory data: A partition-and-summarization approach
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113348, p. 963-974
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Sadiq, Shazia; Yuan, Nicolas Jing; Zhou, Xiaofang Conference paper
Microblog entity linking with social temporal context
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1761-1775
Hua, Wen; Zheng, Kai; Zhou, Xiaofang Conference paper
Modeling user mobility for location promotion in location-based social networks
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1573-1582
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang Conference paper
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113297, p. 351-362
Liu, Guanfeng; Zheng, Kai; Wang, Yan; Orgun, Mehmet A.; Liu, An; Zhao, Lei; Zhou, Xiaofang Conference paper
Possible and certain SQL keys
Proceedings of the VLDB Endowment, v. 8, (11), July 2015, p. 1118-1129
K?hler, Henning; Link, Sebastian; Zhou, Xiaofang Conference paper
Predicting passengers in public transportation using smart card data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 28-40
Dou, Mengyu; He, Tieke; Yin, Hongzhi; Zhou, Xiaofang; Chen, Zhenyu; Luo, Bin Conference paper
Predicting users’ purchasing behaviors using their browsing history
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 129-141
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Luo, Bin Conference paper
SharkDB: An in-memory storage system for massive trajectory data
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1099-1104
Wang, Haozhou; Zheng, Kai; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Short text understanding through lexical-semantic analysis
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113309, p. 495-506
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang Conference paper
Storing and processing massive trajectory data on SAP HANA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 66-77
Wang, Haozhou; Zheng, Kai; Jeung, Hoyoung; Bracher, Shane; Islam, Asadul; Sadiq, Wasim; Sadiq, Shazia; Zhou, Xiaofang Conference paper

2014 32

A web-based approach to data imputation
World Wide Web, v. 17, (5), September 2014, p. 873-897
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang Article
Augmenting image descriptions using structured prediction output
IEEE Transactions on Multimedia, v. 16, (6), October 2014, p. 1665-1676
Han, Yahong; Wei, Xingxing; Cao, Xiaochun; Yang, Yi; Zhou, Xiaofang Article
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection
IEEE Transactions on Knowledge and Data Engineering, v. 26, (9), September 2014, article number 6509368, p. 2138-2150
Li, Zechao; Liu, Jing; Yang, Yi; Zhou, Xiaofang; Lu, Hanqing Article
Continuous probabilistic subspace skyline query processing using grid projections
Journal of Computer Science and Technology, v. 29, (2), March 2014, p. 332-344
Zhao, Lei; Yang, Yan-Yan; Zhou, Xiaofang Article
CoRE: A context-aware relation extraction method for relation completion
IEEE Transactions on Knowledge and Data Engineering, v. 26, (4), April 2014, article number 6587241, p. 836-849
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Du, Xiaoyong; Zhou, Xiaofang Article
Economic model-driven cloud service composition
ACM Transactions on Internet Technology, v. 14, (2-3), October 2014, article number 2651420
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang Article
Image attribute adaptation
IEEE Transactions on Multimedia, v. 16, (4), February 2014, article number 6739133, p. 1115-1126
Han, Yahong; Yang, Yi; Ma, Zhigang; Shen, Haoquan; Sebe, Nicu; Zhou, Xiaofang Article
Maximum error-bounded Piecewise Linear Representation for online stream approximation
VLDB Journal, v. 23, (6), November 2014, p. 915-937
Xie, Qing; Pang, Chaoyi; Zhou, Xiaofang; Zhang, Xiangliang; Deng, Ke Article
Online discovery of gathering patterns over trajectories
IEEE Transactions on Knowledge and Data Engineering, v. 26, (8), August 2014, article number 6613478, p. 1974-1988
Zheng, Kai; Zheng, Yu; Yuan, Nicholas J.; Shang, Shuo; Zhou, Xiaofang Article
Personalized trajectory matching in spatial networks
VLDB Journal, v. 23, (3), June 2014, p. 449-468
Shang, Shuo; Ding, Ruogu; Zheng, Kai; Jensen, Christian S.; Kalnis, Panos; Zhou, Xiaofang Article
Quality-aware schedulers for weak consistency key-value data stores
Distributed and Parallel Databases, v. 32, (4), December 2013, p. 531-581
Xu, Chen; Sharaf, Mohamed A.; Zhou, Xiaofang; Zhou, Aoying Article
Responsibility analysis for lineagesof conjunctive queries with inequalities
IEEE Transactions on Knowledge and Data Engineering, v. 26, (6), June 2014, article number 6497437, p. 1532-1543
Qin, Biao; Wang, Shan; Zhou, Xiaofang; Du, Xiaoyong Article
STMaker-A system to make sense of trajectory data
Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1701-1704
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Zhou, Xiaofang Article
A crowd-based route recommendation system-CrowdPlanner
Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2014, p. 1178-1181, Article number 6816735
Su, Han; Zheng, Kai; Huang, Jiamin; Liu, Tianyu; Wang, Haozhou; Zhou, Xiaofang Conference paper
A data driven approach for discovering data quality requirements
International Conference on Information Systems (ICIS 2014): Building a Better World Through Information Systems, Auckland, New Zealand, 14-17 December 2014 / Curran Associates, Inc.. New York, USA : Curran Associates, Inc., 2015, p. 439-448
Zhang, R.; Jayawardene, V.; Indulska, M.; Sadiq, S.; Zhou, Xiaofang Conference paper
A social trust path recommendation system in contextual online social networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709 LNCS, 2014, p. 652-656
Sun, Guohan; Liu, Guanfeng; Zhao, Lei; Xu, Jiajie; Liu, An; Zhou, Xiaofang Conference paper
An Efficient Trust-Oriented Trip Planning Method in Road Networks
Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 487-494, Article number 7306994
Dai, Junqiang; Liu, Guanfeng; Xu, Jiajie; Liu, An; Zhao, Lei; Zhou, Xiaofang Conference paper
An evolution-based robust social influence evaluation method in Online Social Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8787, 2014, p. 141-157
Zhu, Feng; Liu, Guanfeng; Liu, An; Zhao, Lei; Zhou, Xiaofang Conference paper
Cardinality constraints for uncertain data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8824, 2014, p. 108-121
Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang Conference paper
Cost-efficient spatial network partitioning for distance-based query processing
Proceedings - IEEE International Conference on Mobile Data Management, v.. 1, October 2104, article number 6916899, p. 13-22
Wang, Jiping; Zheng, Kai; Jeung, Hoyoung; Wang, Haozhou; Zheng, Bolong; Zhou, Xiaofang Conference paper
CrowdPlanner: A Crowd-based Route Recommendation System
2014 IEEE 30th International Conference on Data Engineering (ICDE 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 1144-1155
Su, Han; Zheng, Kai; Huang, Jiamin; Jeung, Hoyoung; Chen, Lei; Zhou, Xiaofang Conference paper
Efficient aggregate farthest neighbour query processing on road networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8506 LNCS, 2014, p. 13-25
Wang, Haozhou; Zheng, Kai; Su, Han; Wang, Jiping; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Efficient retrieval of top-K most similar users from travel smart card data
Proceedings - IEEE International Conference on Mobile Data Management, v. 1, October 2014, article number 6916929, p. 259-268
Zheng, Bolong; Zheng, Kai; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia Conference paper
EISA: An efficient information theoretical approach to value segmentation in large databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709 LNCS, 2014, p. 224-235
Wang, Weiqing; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Exploring Social Influence on Location-Based Social Networks
Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2015, January 2014, article number 7023444, p. 1043-1048
Wen, Yu-Ting; Lei, Po-Ruey; Peng, Wen-Chih; Zhou, Xiaofang Conference paper
Location oriented phrase detection in microblogs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 495-509
Hosseini, Saeid; Unankard, Sayan; Zhou, Xiaofang; Sadiq, Shazia Conference paper
ORange: Objective-Aware Range Query Refinement
Proceedings - IEEE International Conference on Mobile Data Management, v. 1, October 2014, article number 6916939, p. 333-336
Albarrak, Abdullah; Noboa, Tatiana; Khan, Hina A.; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Overcoming Semantic drift in information extraction
Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings / Editors Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos Garofalakis, Stratos Idreos, Vincent Leroy. University of Konstanz, Germany : OpenProceedings.org, 2014, p. 169-180
Li, Zhixu; Li, Haixun; Wang, Haixun; Yang, Yi; Zhang, Xiangliang; Zhou, Xiaofang Conference paper
Ranking based activity trajectory search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8786, 2014, p. 170-185
Chen, Wei; Zhao, Lei; Jiajie, Xu; Zheng, Kai; Zhou, Xiaofang Conference paper
Rating propagation in web services reputation systems: A fast shapley value approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 466-480
Liu, An; Li, Qing; Zhou, Xiaofang; Li, Lu; Liu, Guanfeng; Gao, Yunjun Conference paper
SAQR: An efficient scheme for similarity-aware query refinement
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 110-125
Albarrak, Abdullah; Sharaf, Mohamed A.; Zhou, Xiaofang Conference paper
SharkDB: An in-memory column-oriented trajectory storage
CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management / Association for Computing Machinery. New Your, USA : Association for Computing Machinery, 2014, p. 1409-1418
Wang, Haozhou; Zheng, Kai; Xu, Jiajie; Zheng, Bolong; Zhou, Xiaofang; Sadiq, Shazia Conference paper

2013 14

AML: Efficient approximate membership localization within a web-based join framework
IEEE Transactions on Knowledge and Data Engineering, v. 25, (2), February 2013, p. 298-310
Li, Zhixu; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong Article
Computing unrestricted synopses under maximum error bound
Algorithmica, v. 65, (1), January 2013, p. 1-42
Pang, Chaoyi; Zhang, Qing; Zhou, Xiaofang; Hansen, David; Wang, Sen; Maeder, Anthony Article
Data centric research at the University of Queensland
SIGMOD Record, v. 42, (3), October 2013, p. 63-68
Zhou, Xiaofang; Sadiq, Shazia Article
Discriminative nonnegative spectral clustering with out-of-sample extension
IEEE Transactions on Knowledge and Data Engineering, v. 25, (8), August 2013, p. 1760-1771
Yang, Yang; Yang, Yi; Shen, Heng Tao; Zhang, Yanchun; Du, Xiaoyong; Zhou, Xiaofang Article
Infrared patch-image model for small target detection in a single image
IEEE Transactions on Image Processing, v. 22, (12), 2013, article number 6595533, p. 4996-5009
Gao, Chenqiang; Meng, Deyu; Yang, Yi; Wang, Yongtao; Zhou, Xiaofang; Hauptmann, Alexander G. Article
Adaptive query scheduling in key-value data stores
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7825 LNCS, (Pt. 1), 2013, p. 86-100
Xu, Chen; Sharaf, Mohamed A.; Zhou, Minqi; Zhou, Aoying; Zhou, Xiaofang Conference paper
An Effectiveness Study on Trajectory Similarity Measures
Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 13-22
Wang, Haozhou; Su, Han; Zheng, Kai; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Calibrating trajectory data for similarity-based analysis
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2013, June 2013, p. 833-844
Su, Han; Zheng, Kai; Wang, Haozhou; Huang, Jiamin; Zhou, Xiaofang Conference paper
Co-regularized ensemble for feature selection
IJCAI International Joint Conference on Artificial Intelligence, v. 2013, August 2013, p. 1380-1386
Han, Yahong; Yang, Yi; Zhou, Xiaofang Conference paper
Exploiting a proximity-based positional model to improve the quality of information extraction by text segmentation
Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 23-32
Huynh, D.T.; Zhou, Xiaofang Conference paper
Exploiting structural similarity for automatic information extraction from lists
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 202-215
Huynh, Dat T.; Xu, Jiajie; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Identifying Users’ Topical Tasks in Web Search
Proceedings of the sixth ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 93-102
Hua, Wen; Song, Yangqiu; Wang, Haixun; Zhou, Xiaofang Conference paper
QoS-aware cloud service composition using time series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8274 LNCS, 2013, p. 9-22
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang Conference paper
Spatio-temporal event modeling and ranking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 367-374
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang Conference paper

2012 22

Approximating query answering on RDF databases
World Wide Web, v. 15, (1), January 2012, p. 89-114
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang Article
Discovering the most influential sites over uncertain data: A rank-based approach
IEEE Transactions on Knowledge and Data Engineering, v. 24, (12), December 2012, article number 5871623, p. 2156-2169
Zheng, Kai; Huang, Zi; Zhou, Aoying; Zhou, Xiaofang Article
Efficient subsequence matching over large video databases
The VLDB Journal, v. 21, (4), August 2012, p. 489-508
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman Article
Finding alternative shortest paths in spatial networks
ACM Transactions on Database Systems, v. 37, (4), December 2012, article number 29
Xie, Kexin; Deng, Ke; Shang, Shuo; Zhou, Xiaofang; Zheng, Kai Article
Finding superior skyline points for multidimensional recommendation applications
World Wide Web, v. 15, (1), January 2012, p. 33-60
Yang, Jing; Fung, Gabriel Pui Cheong; Lu, Wei; Zhou, Xiaofang; Chen, Hong; Du, Xiaoyong Article
Information Extraction From Microblogs: A Survey
International Journal of Software and Informatics, v. 6, (4), 2012, p. 495-522
Hua, Wen; Huynh, Dat T.; Hosseini, Saeid; Lu, Jiaheng; Zhou, Xiaofang Article
On group nearest group query processing
IEEE Transactions on Knowledge and Data Engineering, v. 24, (2), February 2012, article number 5645619, p. 295-308
Deng, Ke; Sadiq, Shazia; Zhou, Xiaofang; Xu, Hu; Fung, Gabriel Pui Cheong; Lu, Yansheng Article
PNN query processing on compressed trajectories
GeoInformatica, v. 16, (3), July 2012, p. 467-496
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zheng, Kai; Zhou, Xiaofang Article
Quick identification of near-duplicate video sequences with cut signature
World Wide Web, v. 15, (3), May 2012, p. 355-382
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi Article
Spatial query processing for fuzzy objects
VLDB Journal, v. 21, (5), October 2012, p. 729-751
Zheng, Kai; Zhou, Xiaofang; Fung, Pui Cheong; Xie, Kexin Article
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval
IEEE Transactions on Multimedia, v. 14, (4), August 2012, p. 1220-1233
Zhou, Xiangmin; Chen, Lei; Zhou, Xiaofang Article
从数据管理视角看大数据挑战
中国计算机学会通讯=Communications of Chinese Computer Federation, v. 8, (9), 2012, p. 16-20
周晓方; 陆嘉恒; 李翠平; 杜小勇 Article
Effective data density estimation in ring-based P2P networks
Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228117, p. 594-605
Zhou, Minqi; Shen, Heng Tao; Zhou, Xiaofang; Qian, Weining; Zhou, Aoying Conference paper
Efficient buffer management for piecewise linear representation of multiple data streams
ACM International Conference Proceeding Series, 2012, p. 2114-2118
Xie, Qing; Zhu, Jia; Sharaf, Mohamed A.; Zhou, Xiaofang; Pang, Chaoyi Conference paper
Efficient provenance storage for relational queries
ACM International Conference Proceeding Series, 2012, p. 1352-1361
Bao, Zhifeng; K?hler, Henning; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Finding the silver lining for data freshness on the cloud
CloudDB '12: Proceedings of the fourth international workshop on Cloud data management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 49-50
Sharaf, Mohamed A.; Xu, Chen; Zhou, Xiaofang Conference paper
I/O cost minimization: Reachability queries processing over massive graphs
ACM International Conference Proceeding Series, 2012, p. 468-479
Zhang, Zhiwei; Yu, Jeffrey Xu; Qin, Lu; Zhu, Qing; Zhou, Xiaofang Conference paper
QoS-aware cloud service composition based on economic models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7636 LNCS, 2012, p. 111-126
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang Conference paper
Reducing uncertainty of low-sampling-rate trajectories
Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228163, p. 1144-1155
Zheng, Kai; Zheng, Yu; Xie, Xing; Zhou, Xiaofang Conference paper
Unsupervised feature selection using nonnegative spectral analysis
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8289, p. 1026-1032
Li, Zechao; Yang, Yi; Liu, Jing; Zhou, Xiaofang; Lu, Hanqing Conference paper
WebPut: Efficient web-based data imputation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7651 LNCS, 2012, p. 243-256
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang Conference paper
XML query processing using views
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7142 LNCS, 2012, p. 136-139
Yao, Caiyun; Lu, Jiaheng; Wang, Wei; Zhou, Xiaofang Conference paper

2011 25

Approximate entity extraction in temporal databases
World Wide Web, v. 14, (2), March 2011, p. 157-186
Lu, Wei; Fung, Gabriel Pui Cheong; Du, Xiaoyong; Zhou, Xiaofang; Chen, Lijiang; Deng, Ke Article
Exploring distributional discrepancy for multidimensional point set retrieval
IEEE Transactions on Multimedia, v. 13, (1), February 2011, article number 5597949, p. 71-81
Shao, Jie; Shen, Heng Tao; Huang, Zi; Zhou, Xiaofang Article
Flexible Provenance Tracing
International Journal of Systems and Service-Oriented Engineering, v. 2, (2), 2011, article number 1
Wang, Liwei; Koehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia Article
Mining multi-tag association for image tagging
World Wide Web, v. 14, (2), March 2011, p. 133-156
Yang, Yang; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Article
Providing built-in keyword search capabilities in RDBMS
VLDB Journal, v. 20, (1), February 2011, p. 1-19
Li, Guoliang; Feng, Jianhua; Zhou, Xiaofang; Wang, Jianyong Article
SPARK2: Top-k keyword query in relational databases
IEEE Transactions on Knowledge and Data Engineering, v. 23, (12), 2011, article number 5728809, p. 1763-1780
Luo, Yi; Wang, Wei; Lin, Xuemin; Zhou, Xiaofang; Wang, Jianmin; Li, Keqiu Article
Trajectory Indexing and Retrieval
Computing with Spatial Trajectories / Yu Zheng, Xiaofang Zhou (eds.). New York : Springer, 2011, p. 35-60, Ch. 2
Deng, Ke; Xie, Kexin; Zheng, Kevin; Zhou, Xiaofang Book chapter
Continuously monitoring the correlations of massive discrete streams
CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1571-1575
Chen, Yueguo; Wang, Wei; Du, Xiaoyong; Zhou, Xiaofang Conference paper
Discovering popular routes from trajectories
Proceedings - International Conference on Data Engineering, v. 2011, April 2011, article number 5767890, p. 900-911
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Effective data co-reduction for multimedia similarity search
SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1021-1032
Huang, Zi; Shen, Heng Tao; Liu, Jiajun; Zhou, Xiaofang Conference paper
Efficient histogram-based similarity search in ultra-high dimensional space
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 1-15
Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Efficient parallel skyline processing using hyperplane projections
SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 85-96
K?hler, Henning; Yang, Jing; Zhou, Xiaofang Conference paper
Enhance web pages genre identification using neighboring pages
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6997 LNCS, 2011, p. 282-289
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Conference paper
Finding the most accessible locations: Reverse path nearest neighbor query in road networks
GIS '11: Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 181-190
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zhou, Xiaofang Conference paper
Genetic algorithm based QoS-aware service compositions in cloud computing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 321-334
Ye, Zhen; Zhou, Xiaofang; Bouguettaya, Athman Conference paper
?2,1-Norm regularized discriminative feature selection for unsupervised learning
IJCAI International Joint Conference on Artificial Intelligence, v. 2011, July 2011, p. 1589-1594
Yang, Yi; Shen, Heng Tao; Ma, Zhigang; Huang, Zi; Zhou, Xiaofang Conference paper
Learning-based relevance feedback for web-based relation completion
CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1535-1540
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang Conference paper
Nonnegative spectral clustering with discriminative regularization
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7922, p. 555-560
Yang, Yi; Shen, Heng Tao; Nie, Feiping; Ji, Rongrong; Zhou, Xiaofang Conference paper
PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints
Conferences in Research and Practice in Information Technology Series, v. 115, 2011, p. 103-112
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang Conference paper
Probabilistic range queries for Uncertain Trajectories on road networks
ACM International Conference Proceeding Series, March 2011, p. 283-294
Zheng, Kai; Trajcevski, Goce; Zhou, Xiaofang; Scheuermann, P. Conference paper
Providing flexible tradeoff for provenance tracking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6724 LNCS, 2011, p. 226-240
Wang, Liwei; K?ehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Scheduling with freshness and performance guarantees for web: Applications in the cloud
Conferences in Research and Practice in Information Technology Series, v. 1115, 2011, p. 133-142
Zhu, Yingying; Sharaf, Mohamed A.; Zhou, Xiaofang Conference paper
Searching Time Series Using Textual Approximation
3rd International Conference on Emerging Databases (EDB 2011), Incheon, Korea, 25-27 August 2011
Kawagoe, Kyoji; Abdulla-Al-Maruf; Deng, Ke; Zhou, Xiaofang Conference paper
Storage and use of provenance information for relational database queries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 429-433
Bao, Zhifeng; Koehler, Henning; Zhou, Xiaofang; Wang Ling, Tok Conference paper
Structure tensor series-based matching for near-duplicate video retrieval
MM '11: Proceedings of the 19th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1057-1060
Zhou, Xiangming; Chen, Lei; Zhou, Xiaofang Conference paper

2010 17

Adaptive Subspace Symbolization for Content-Based Video Detection
IEEE transactions on knowledge and data engineering, v. 22, (10), October 2010, p. 1372-1387
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Shu, Yanfeng; Bouguettaya, Athman; Taylor, John A. Article
Duplicate-insensitive order statistics computation over data streams
IEEE Transactions on Knowledge and Data Engineering, v. 22, (4), April 2010, article number 4799782, p. 493-507
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu Article
Mining near-duplicate graph for cluster-based reranking of web video search results
ACM Transactions on Information Systems, v. 28, (4), November 2010, article number 22
Huang, Zi; Hu, Bo; Cheng, Hong; Shen, Heng Tao; Liu, Hongyan; Zhou, Xiaofang Article
Path prediction and predictive range querying in road network databases
VLDB Journal, v. 19, (4), May 2010, p. 585-602
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S. Article
Practical online near-duplicate subsequence detection for continuous video streams
IEEE Transactions on Multimedia, v. 12, (5), August 2010, article number 5466199, p. 386-398
Huang, Zi; Shen, Heng Tao; Shao, Jie; Cui, Bin; Zhou, Xiaofang Article
Active duplicate detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5981 LNCS, (Pt. 1), 2010, p. 565-579
Deng, Ke; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia; Fung, Gabriel Pui Cheong Conference paper
Anddy: A system for author name disambiguation in digital library
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 444-447
Zhu, Jia; Fung, Gabriel Pui Cheong; Zhou, Xiaofang Conference paper
Approximate Membership Localization (AML) for web-based join
CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1321-1324
Li, Zhixi; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong Conference paper
Efficient and continuous near-duplicate video detection
Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 260-266, Article number 5474129
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi Conference paper
Efficient common items extraction from multiple sorted lists
Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 219-225, Article number 5474132
Lu, Wei; Rong, Chuitian; Chen, Jinchuan; Du, Xiaoyong; Fung, Gabriel Pui Cheong; Zhou, Xiaofang Conference paper
Efficient web pages identification for entity resolution
WWW '10: Proceedings of the 19th international conference on World wide web / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1223-1224
Zhu, Jia; Fung, Gabriel; Zhou, Xiaofang Conference paper
Extract interesting skyline points in high dimension
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 94-108
Fung, Gabriel Pui Cheong; Lu, Wei; Yang, Jing; Du, Xiaoyong; Zhou, Xiaofang Conference paper
Group visible nearest neighbor queries in spatial databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6184 LNCS, 2010, p. 333-344
Xu, Hu; Li, Zhicheng; Lu, Yansheng; Deng, Ke; Zhou, Xiaofang Conference paper
K-nearest neighbor search for fuzzy objects
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 699-710
Zheng, Kai; Fung, Pui Cheong; Zhou, Xiaofang Conference paper
Sampling dirty data for matching attributes
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 63-74
K?hler, Henning; Zhou, Xiaofang; Sadiq, Sadiq; Shu, Yanfeng; Taylor, Kerry Conference paper
Searching trajectories by locations: An efficiency study
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 255-266
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Zheng, Yu; Xie, Xing Conference paper
Transitivity-preserving skylines for partially ordered domains
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 109-115
K?hler, Henning; Zheng, Kai; Yang, Jing; Zhou, Xiaofang Conference paper

2009 22

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points
IEEE Transactions on Multimedia, v. 11, (5), August 2009, p. 879-891
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman; Xiao, Nong; Taylor, John A. Article
Bounded coordinate system indexing for real-time video clip search
ACM Transactions on Information Systems, v. 27, (3), May 2009, article number 17
Huang, Zi; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang; Cui, Bin Article
Effective and efficient query processing for video subsequence identification
IEEE Transactions on Knowledge and Data Engineering, v. 21, (3), March 2009, p. 321-334
Shen, Heng Tao; Shao, Jie; Huang, Zi; Zhou, Xiaofang Article
Hybrid information retrieval policies based on cooperative cache in mobile P2P networks
Frontiers of Computer Science in China, v. 3, (3), August 2009, p. 381-395
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei Article
Instance optimal query processing in spatial networks
VLDB Journal, v. 18, (3), June 2009, p. 675-693
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Sadiq, Sadiq; Li, Xue Article
MOIR/MT: monitoring large-scale road network traffic in real-time
Proceedings of the VLDB Endowment, v. 2, (2), August 2009, p. 1538-1541
Liu, Kuien; Deng, Ke; Ding, Zhiming; Li, Mingshu; Zhou, Xiaofang Article
Speed up interactive image retrieval
VLDB Journal, v. 18, (1), January 2009, p. 329-343
Shen, Heng Tao; Jiang, Shouxu; Tan, Kian-Lee; Huang, Zi; Zhou, Xiaofang Article
Using local popularity of web resources for geo-ranking of search engine results
World Wide Web, v. 12, (2), March 2009, p. 149-170
Asadi, Saeid; Zhou, Xiaofang; Yang, Guowei Article
数据质量
中国计算机协会通讯=Communications of Chinese Computer Federation, v. 5, (2), 2009, p. 49-51
周晓方 Article
A subspace symbolization approach to content-based video search
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812498, p. 1191-1194
Zhou, Xiangmin; Zhou, Xiaofang; Bouguettaya, Athman; Taylor, John A. Conference paper
A term-based driven clustering approach for name disambiguation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 320-331
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Pui Cheong Conference paper
Data quality aware queries in collaborative information systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 39-50
Yeganeh, N.K.; Sadiq, S.; Deng, K.; Zhou, Xiaofang Conference paper
Efficient information retrieval in mobile peer-to-peer networks
CIKM '09: Proceedings of the 18th ACM conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 967-976
Chen, Lijiang; Cui, Bin; Shen, Heng Tao; Lu, Wei; Zhou, Xiaofang Conference paper
From trajectories to activities: A spatio-temporal join approach
LBSN '09: Proceedings of the 2009 International Workshop on Location Based Social Networks / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 25-32
Xie, Kexin; Deng, Ke; Zhou, Xiaofang Conference paper
High-dimensional indexing with oriented cluster representation for multimedia databases
2009 IEEE International Conference on Multimedia and Expo, ICME 2009 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2009, p. 1628-1631
Shen, Heng Tao; Huang, Zi; Cao, Jinli; Zhou, Xiaofang Conference paper
Hybrid retrieval mechanisms in vehicle-based P2P networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5544 LNCS, (Pt. 1), 2009, p. 303-314
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei Conference paper
Instant advertising in mobile peer-to-peer networks
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812450, p. 736-747
Chen, Zaiben; Shen, Heng Tao; Xu, Quanqing; Zhou, Xiaofang Conference paper
Interactive near-duplicate video retrieval and detection
MM '09: Proceedings of the 17th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 1001-1002
Cheng, Ran; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Conference paper
IRank: A term-based innovation ranking system for conferences and scholars
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 126-137
Li, Zhixu; Du, Xiaoyong; Liu, Hongyan; He, Jun; Zhou, Xiaofang Conference paper
Monitoring path nearest neighbor in road networks
SIGMOD '09: Proceedings of the 2009 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 591-602
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Yu, Jeffrey Xu Conference paper
Online near-duplicate video clip detection and retrieval: An accurate and fast system
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812560, p. 1511-1514
Huang, Zi; Wang, Liping; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang Conference paper
Progressive keyword search in relational databases
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812496, p. 1183-1186
Li, Guoliang; Zhou, Xiaofang; Feng, Jianhua; Wang, Jianyong Conference paper

2008 17

A multi-resolution surface distance model for k-NN query processing
VLDB Journal, v. 17, (5), August 2008, p. 1101-1119
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Liu, Qing; Xu, Kai; Lin, Xuemin Article
Batch nearest neighbor search for video retrieval
IEEE Transactions on Multimedia, v. 10, (3), April 2008, article number 4456694, p. 409-420
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Lim, Ee-Peng; Li, Yijun Article
Challenges and techniques for effective and efficient similarity search in large video databases
Proceedings of the VLDB Endowment, v. 1, (2), August 2008, p. 1598-1603
Shao, Jie; Shen, Heng Tao; Zhou, Xiaofang Article
Discovery of convoys in trajectory databases
Proceedings of the VLDB Endowment, v. 1, (1), August 2008, p. 1068-1080
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.; Shen, Heng Tao Article
Localized co-occurrence model for fast approximate search in 3D structure databases
IEEE Transactions on Knowledge and Data Engineering, v. 20, (4), April 2008, article number 4407704, p. 519-531
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Article
A hybrid prediction model for moving objects
Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497415, p. 70-79
Jeung, Hoyoung; Liu, Qing; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Achieving effective multi-term queries for fast DHT information retrieval
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 20-35
Xu, Quanqing; Shen, Heng Tao; Dai, Yafei; Cui, Bin; Zhou, Xiaofang Conference paper
Computing relaxed answers on RDF databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 163-175
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang Conference paper
Content-based video search: Is there a need, and is it possible?
Proceedings - 2008 International Workshop on Information-Explosion and Next Generation Search, INGS 2008 / IEEE. Piscataway, NJ : IEEE, 2008, p. 12-19, Article number 4627227
Huang, Zi; Li, Yijun; Shao, Jie; Shen, Heng Tao; Wang, Liping; Zhang, Danqing; Zhou, Xiangmin; Zhou, Xiaofang Conference paper
Convoy queries in spatio-temporal databases
Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497588, p. 1457-1459
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Data Quality in Web Information Systems
Lecture Notes in Computer Science, v. 5175, 2008, p. 1
Zhou, Xiaofang; Sadiq, Shazia; Deng, Ke Conference paper
Distribution-based similarity measures for multi-dimensional point set retrieval applications
MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 429-438
Shao, Jie; Huang, Zi; Shen, Heng Tao; Shen, Jialie; Zhou, Xiaofang Conference paper
Locality condensation: A new dimensionality reduction method for image retrieval
MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 219-228
Huang, Zi; Shen Tao, H.; Shao, Jie; Rüger, Stefan; Zhou, Xiaofang Conference paper
Location update strategies for network-constrained moving objects
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4947 LNCS, 2008, p. 644-652
Ding, Zhiming; Zhou, Xiaofang Conference paper
MOIR: A prototype for managing moving objects in road networks
Proceedings - IEEE International Conference on Mobile Data Management, v. 2008, April 2008, article number 4511458, p. 219-220
Ding, Zhiming; Guo, Limin; Liu, Kuien; Wu, Hu; Zhou, Xiaofang Conference paper
Pattern-based extraction of addresses from web page content
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 407-418
Asadi, Saeid; Yang, Guowei; Zhou, Xiaofang; Shi, Yuan; Zhai, Boxuan; Jiang, Wendy Wen-Rong Conference paper
Research and practice in data quality
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 41-42
Sadiq, Shazia; Zhou, Xiaofang; Deng, Ke Conference paper

2007 17

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing
VLDB Journal, v. 16, (2), April 2007, p. 219-234
Shen, Heng Tao; Zhou, Xiaofang; Zhou, Aoying Article
Capture local information in shape representation
Multimedia Tools and Applications, v. 33, (2), May 2007, p. 157-174
Shen, Heng Tao; Zhou, Xiaofang Article
A new similarity measure for near duplicate video clip detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4505 LNCS, 2007, p. 176-187
Zhou, Xiangmin; Zhou, Xiaofang; Shen, Heng Tao Conference paper
An adaptive and efficient unsupervised shot clustering algorithm for sports video
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4443 LNCS, 2007, p. 127-139
Liao, Jia; Wang, Guoren; Zhang, Bo; Zhou, Xiaofang; Yu, Ge Conference paper
Data quality - The key success factor for data driven engineering
IFIP International Conference on Network and Parallel Computing Workshops, NPC 2007 / Editors Keqiu Li, Yang Xiang, Hai Jin, Wenyu Qu, Zhiying Cao. Los Alamitos : IEEE, 2007, p. 48-53
Sadiq, Shazia; Zhou, Xiaofang; Orlowska, Maria Conference paper
Dimensionality reduction for dimension-specific search
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 849-850
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Song, Dawei; Rüger, Stefan Conference paper
Dual dimensionality reduction for efficient video similarity search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 397-406
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie Conference paper
Dynamic batch nearest neighbor search in video retrieval
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1395-1399, Article number 4221810
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Li, Yijun Conference paper
Efficient similarity search by summarization in large video database
Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 161-167
Zhou, Xiaofang; Shen, Heng Tao Conference paper
Mining trajectory patterns using hidden Markov models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 470-480
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Multi-source skyline query processing in road networks
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 796-805, Article number 4221728
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao Conference paper
Selectivity estimation by batch-query based histogram and parametric method
Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 93-102
Luo, Jizhou; Zhou, Xiaofang; Zhang, Yu; Shen, Heng Tao; Li, Jianzhong Conference paper
Spark: Top-k keyword query in relational databases
SIGMOD '07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 115-126
Luo, Yi; Lin, Xuemin; Wang, Wei; Zhou, Xiaofang Conference paper
Statistical summarization of content features for fast near-duplicate video detection
MM '07: Proceedings of the 15th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 164-165
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie Conference paper
Summarizing order statistics over data streams with duplicates
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1329-1333, Article number 4221794
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu Conference paper
The University of Queensland at TRECVID 2007 search task
TREC Video Retrieval Evaluation, TRECVID 2007, Gaithersburg, MD; United States, 5-6 November 2007
Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie; Huang, Zi Conference paper
UQLIPS: A real-time near-duplicate video clip detection system
VLDB '07: Proceedings of the 33rd international conference on Very large data bases / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 1374-1377
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie; Zhou, Xiangmin Conference paper

2006 12

A multiresolution terrain model for efficient visualization query processing
IEEE Transactions on Knowledge and Data Engineering, v. 18, (10), October 2006, article number 1683773, p. 1382-1396
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin; Shen, Heng Tao; Deng, Ke Article
Approximate processing of massive continuous quantile queries over high-speed data streams
IEEE Transactions on Knowledge and Data Engineering, v. 18, (5), May 2006, p. 683-698
Lin, Xuemin; Xu, Jian; Zhang, Qing; Lu, Hongjun; Yu, Jeffrey Xu; Zhou, Xiaofang; Yuan, Yidong Article
ICICLE: A semantic-based retrieval system for WWW images
Multimedia Systems, v. 11, (5), June 2006, p. 438-454
Shen, Heng Tao; Tan, Kian-Lee; Zhou, Xiaofang; Cui, Bin Article
Indexing and integrating multiple features for WWW images
World Wide Web, v. 9, (3), October 2006, p. 343-364
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin Article
Summarizing level-two topological relations in large spatial datasets
ACM Transactions on Database Systems, v. 31, (2), June 2006, p. 584-630
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang; Lu, Hongjun Article
3D protein structure matching by patch signatures
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4080 LNCS, 2006, p. 528-537
Huang, Zi; Zhou, Xiaofang; Shen, Heng Tao; Song, Dawei Conference paper
A grid-enabled architecture for geospatial data sharing
Proceedings of 2006 IEEE Asia-Pacific Conference on Services Computing, APSCC 2006 / IEEE. Los Alamitos : IEEE, 2006, p. 396-375, Article number 4041260
Shu, Yanfeng; Zhang, Jack Fan; Zhou, Xiaofang Conference paper
Calculation of target locations for Web resources
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4255 LNCS, 2006, p. 277-288
Asadi, Saeid; Xu, Jiajie; Shi, Yuan; Diederich, Joachim; Zhou, Xiaofang Conference paper
Dimensionality reduction in patch-signature based protein structure matching
Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 89-97
Huang, Zi; Zhou, Xiaofang; Song, Dawei; Bruza, Peter Conference paper
Discovering task-oriented usage pattern for web recommendation
Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 167-174
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Surface k-NN query processing
Proceedings of 22nd International Conference on Data Engineering, ICDE '06 / IEEE. Piscataway, NJ : IEEE, 2006, p. 78
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Xu, Kai; Lin, Xuemin Conference paper
Web-based system for electronic navigational charts using GML and SVG
Proceedings: 5th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) In conjunction with 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, Software Architecture and Reuse (COMSAR 2006) / IEEE. Los Alamitos : IEEE, 2006, p. 485-490, Article number 1652037
Kam, Seung Chul; Lee, Seong Dae; Park, Hyu Chan; Zhou, Xiaofang Conference paper

2005 18

A latent usage approach for clustering web transaction and building user profile
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3584 LNAI, 2005, p. 31-42
Zhang, Yanchun; Xu, Guandong; Zhou, Xiaofang Conference paper
A new indexing method for high dimensional dataset
Lecture Notes in Computer Science, v. 3453, 2005, p. 385-397
An, Jiyuan; Chen, Yi-Ping Phoebe; Xu, Qinying; Zhou, Xiaofang Conference paper
A Web recommendation technique based on probabilistic latent semantic analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3806 LNCS, 2005, p. 15-28
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
BM+-tree: A hyperplane-based index method for high-dimensional metric spaces
Lecture Notes in Computer Science, v. 3453, 2005, p. 398-409
Zhou, Xiangmin; Wang, Guoren; Zhou, Xiaofang; Yu, Ge Conference paper
Discovering user access pattern based on probabilistic latent factor model
Conferences in Research and Practice in Information Technology Series, v. 39, 2005, p. 27-35
Xu, Guandong; Zhang, Yanchun; Ma, Jiangang; Zhou, Xiaofang Conference paper
Expansion-based algorithms for finding single pair shortest path on surface
Lecture Notes in Computer Science, v. 3428, 2005, p. 151-166
Deng, Ke; Zhou, Xiaofang Conference paper
Filtering duplicate items over distributed data streams
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 779-784
Xia, Tian; Jin, Cheqing; Zhou, Xiaofang; Zhou, Aoying Conference paper
High dimensional indexing for protein structure matching using bowties
Series on Advances in Bioinformatics and Computational Biology, v. 1, 2005, p. 21-30
Huang, Zi H.; Zhou, Xiaofang; Song, Dawei Conference paper
Indexing text and visual features for WWW images
Lecture Notes in Computer Science, v. 3399, 2005, p. 885-899
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin Conference paper
Matching commercial clips from TV streams using a unique, robust and compact signature
Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 266-272, Article number 1578137
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang Conference paper
Multiresolution query optimization in an online environment
Lecture Notes in Computer Science, v. 3399, 2005, p. 730-741
Xu, Kai; Zhou, Xiaofang Conference paper
Searching the world wide web for local services and facilities: A review on the patterns of location-based queries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 91-101
Asadi, Saeid; Chang, Chung-Yi; Zhou, Xiaofang; Diederich, Joachim Conference paper
Semantic caching for multiresolution spatial query processing in mobile environments
Lecture Notes in Computer Science, v. 3633, 2005, p. 382-399
Sun, Sai; Zhou, Xiaofang; Shen, Heng Tao Conference paper
Semantic caching for web-based spatial applications
Lecture Notes in Computer Science, v. 3399, 2005, p. 783-794
Sun, Sai; Zhou, Xiaofang Conference paper
Towards effective indexing for very large video sequence database
SIGMOD '05: Proceedings of the 2005 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2005, p. 730-741
Shen, Heng Tao; Ooi, Beng Chin; Zhou, Xiaofang Conference paper
Towards user profiling for web recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3809 LNAI, 2005, p. 415-424
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Using probabilistic latent semantic analysis for web page grouping
Proceedings of the IEEE International Workshop on Research Issues in Data Engineering, v, 2005, April 2005, p. 29-36
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Video matching using binary signature
Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 317-320, Article number 1595410
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang Conference paper

2004 8

A Scaleless Data Model for Direct and Progressive Spatial Query Processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3289, 2004, p. 148-159
Sun, Sai; Prasher, Sham; Zhou, Xiaofang Conference paper
Automatic texture segmentation for texture-based image retrieval
10th International Multimedia Modelling Conference, 2004 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2004, p. 285-290
Liu, Ying; Zhou, Xiaofang Conference paper
Computational Archaeology
The 4th Workshop on Advanced Collaborative Environments. WACE 2004, Nice, France, 23 September 2004
Bordes, Nicole; Pailthorpe, Bernard; Hall, Jay; Loy, Tom; Williams, Michael; Ulm, Sean; Zhou, Xiaofang; Fletcher, R Conference paper
Direct mesh: A multiresolution approach to terrain visualization
Proceedings of 20th International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2004, p. 766-776
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin Conference paper
Extracting texture features from arbitrary-shaped regions for image retrieval
IEEE International Conference on Multimedia and Expo (ICME), v. 3, 2004, p. 1891-1894
Liu, Ying; Zhou, Xiaofang; Ma, Wei-Ying Conference paper
Multiresolution Amalgamation: Dynamic Spatial Data Cube Generation
Database Technologies 2004: Proceedings of the 15th Australasian Database Conference (ADC 2004) / The Australian Computer Society. Sydney, Australia : The Australian Computer Society, 2004, p. 103-111
Prasher, Sham; Zhou, Xiaofang Conference paper
Multiresolution spatial databases: Making web-based spatial applications faster
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3007, 2004, p. 36-47
Zhou, Xiaofang; Prasher, Sham; Sun, Sai; Xu, Kai Conference paper
Space efficient quantile summary for constrained sliding windows on a data stream
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3129, 2004, p. 34-44
Xu, Jian; Lin, Xuemin; Zhou, Xiaofang Conference paper

2003 6

Confirmation: Increasing resource availability for transactional workflows
Information Sciences, v. 153, (SUPP), July 2003, p. 37-53
Liu, Chengfei; Lin, Xuemin; Orlowska, Maria; Zhou, Xiaofang Article
Dynamic multi-resolution spatial object derivation for mobile and WWW applications
World Wide Web, v. 6, (3), December 2003, p. 305-325
Prasher, Sham; Zhou, Xiaofang; Kitsuregawa, Masaru Article
Efficient update and retrieval of objects in a multiresolution geospatial database
Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM, v. 2003, January 2003, article number 1214980, p. 193-201
Prasher, Sham; Zhou, Xiaofang Conference paper
Finding event-oriented patterns in long temporal sequences
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), v. 2637, 2003, p. 15-26
Sun, Xingzhi; Orlowska, Maria E.; Zhou, Xiaofang Conference paper
Multiscale histograms: Summarizing topological relations in large spatial datasets
Proceedings of the 29th Annual International Conference on Very Large Data Bases / Johann-Christoph Freytag, Peter Lockemann, Serge Abitebou,l Michael Carey, Patricia Selinger, Andreas Heuer. Burlington, Massachusetts, USA : Morgan Kaufmann, 2003, p. 814-825
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang Conference paper
Texture segmentation based on features in wavelet domain for image retrieval
Proceedings of SPIE - The International Society for Optical Engineering, v. 5150 III, 2003, p. 2026-2034
Liu, Ying; Wu, Si; Zhou, Xiaofang Conference paper

2002 5

Wavelet-based image segment representation
Electronics Letters, v. 38, (19), September 2002, p. 1091-1092
Ying, Liu; Ranganath, S.; Zhou, Xiaofang Article
空間信息檢索及其數據庫概化技術
軟件學報=Journal of Software, v. 13, (8), 2002, p. 1534-1539
陸桑璐; 周曉方; 陳貴海; 謝立 Article
Comparison of wavelet and cosine basis for representation of arbitrarily shaped image segments
Proceeding of the International Conference on Telecommunications, v. 1, 2002, p. 441-445
Liu, Y.; Ranganath, S.; Zhou, Xiaofang Conference paper
Database support for spatial generalisation for WWW and mobile applications
WISE 2002 - Proceedings of the 3rd International Conference on Web Information Systems Engineering / IEEE. Piscataway, NJ : IEEE, 2002, p. 239-246, Article number 1181660
Zhou, Xiaofang; Prasher, Sham; Kitsuregawa, Masaru Conference paper
Secondary Storage Terrain Visualization in a Client-server Environment: A Survey
Proceedings of the IASTED International Conference: Networks, Parallel and Distributed Processing, and Applications, v. 1, 2002, p. 206-210
Xu, Kai; Zhou, Xiaofang Conference paper

2001 3

Efficiently computing weighted proximity relationships in spatial databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 2118, 2001, p. 279-290
Lin, Xuemin; Zhou, Xiaomei; Liu, Chengfei; Zhou, Xiaofang Conference paper
Improving backward recovery in workflow systems
Proceedings - 7th International Conference on Database Systems for Advanced Applications, DASFAA 2001 / IEEE. Piscataway, NJ : IEEE, 2001, p. 276-283, Article number 916388
Liu, Chengfei; Orlowska, Maria; Lin, Xuemin; Zhou, Xiaofang Conference paper
Using visual spatial search interface for WWW applications
Information Systems, v. 26, (2), April 2001, p. 61-74
Zhou, Xiaofang; Yates, Joseph D.; Chen, Guihai Conference paper

2000 6

On incremental global update support in cooperative database systems
Informatica (Ljubljana), v. 24, (1), March 2000, p. 27-31
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin Article
Schedule of join operations to reduce I/O cost in spatial database systems
Data and Knowledge Engineering, v. 35, (3), December 2000, p. 299-317
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang Article
On spatial information retrieval and database generalization
Proceedings - 2000 Kyoto International Conference on Digital Libraries: Research and Practice, KyotoDL 2000 / IEEE. Piscataway, NJ : IEEE, 2000, p. 328-334, Article number 942191
Zhou, Xiaofang; Zhang, Yanchun; Lu, Sanglu; Chen, Guihai Conference paper
Searching the Web using a map
Proceedings of the 1st International Conference on Web Information Systems Engineering, WISE / IEEE. Piscataway, NJ : IEEE, 2000, p. 222-229, Article number 882396
Yates, Joseph D.; Zhou, Xiaofang Conference paper
Spatial query processing using generalized filter
International Journal of Cooperative Information Systems, v. 9, (1-2), March 2000, p. 77-91
Zhou, Xiaofang; Lin, X.; Liu, C.; Cao, J. Conference paper
Spatiotemporal data modelling and management: A survey
Proceeding of 36th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS 36 / IEEE. Piscataway, NJ : IEEE, 200, p. 201-211
Wang, Xiaoyu; Zhou, Xiaofang; Lu, Sanglu Conference paper

1999 12

Caching strategies for spatial joins
GeoInformatica, v. 3, (1), 1999, p. 33-59
Abel, David J.; Gaede, Volker; Power, Robert A.; Zhou, Xiaofang Article
SMART: Towards spatial internet marketplaces
GeoInformatica, v. 3, (2), 1999, p. 141-164
Abel, David J.; Gaede, Volker J.; Taylor, Kerry L.; Zhou, Xiaofang Article
一個基于多服務員系統的Internet市場服務管理模型
计算机学报=Journal of Computers, v. 22, (4), April 1999, p. 424-430
周笑波; 謝立; 周曉方 Article
A Spatial Database as a Component of Integrated Database System
Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 203-212
Orlowska, Maria E.; Zhou, Xiaofang Conference paper
Building a Repository for Workflow Systems
Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 348-357
Liu, Chengfei; Lin, Xuemin; Zhou, Xiaofang; Orlowska, Maria Conference paper
Confirmation: a solution for non-compensatability in workflow applications
Proceeding of 15th International Conference on Data Engineering, ICDE-99 / IEEE. Piscataway, NJ : IEEE, 1999, p. 102
Liu, Chengfei; Orlowska, Maria; Zhou, Xiaofang; Lin, Xuemin Conference paper
Efficient polygon amalgamation methods for spatial OLAP and spatial data mining
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1651, 1999, p. 167-187
Zhou, Xiaofang; Truffet, David; Han, Jiawei Conference paper
Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment
Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 440-447
Lin, Xuemin; Liu, Chengfei; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Generalization of Spatial Data for Web Presentation
2nd Asia Pacific Web Conference (APWeb 99), Hong Kong , 27-29 September 1999
Zhou, Xiaofang; Krumm-Heller, Alex; Gaede, Volker Conference paper
Global Transaction Management in a Cooperative Database System
International Symposium on Database, Web and Cooperative Systems, DWACOS ’99, Baden-Baden, Germany, 3-4 August 1999
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin Conference paper
Navigation of the Internet with Spatial Databases
Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 121-124
Yate, Joseph D.; Zhou, Xiaofang Conference paper
On the Optimization of Complex Spatial Queries
Proceedings of the 2nd International Symposium on Cooperative Database Systems for Advanced Applications / Yanchun Zhang, Marek Rusinkiewicz, and Yahiko Kambayashi. Singapore : Springer, 1999, p. 251-262
Zhou, Xiaofang; Zhang, Yanchun; Liu, Chengfei; Lin, Xuemin Conference paper

1998 3

Data Partitioning for Parallel Spatial Join Processing
GeoInformatica, v. 2, (2), June 1998, p. 175-204
Zhou, Xiaofang; Abel, David J.; Truffet, David Article
Data Declustering and Cluster-Ordering Technique for Spatial Join Scheduling
Information Organization and Databases: Foundations of Data Organization / edited by Katsumi Tanaka, Shahram Ghandeharizadeh, Yahiko Kambayashi. New York : Springer Science+Business Media, 2000, p. 313-325, Book series: Kluwer international series in engineering and computer science, v. SECS 579
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang Conference paper
Issues in Workflow and Web-Based Workflow Management
1st Asia Pacific Web Conference, APWeb98, Beijing, China, 27-30 September 1998
Liu, Chengfei; Zhou, Xiaofang; Orlowska, Maria E. Conference paper

1997 3

A declustering algorithm for minimising spatial join cost
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1276, 1997, p. 363-372
Zhang, Yanchun; Xiao, Jitian; Zhou, Xiaofang Conference paper
A Request Specification Language for Spatial Internet Marketplaces
International Conference on Interoperating Geographic Information Systems 1997, Santa Barbara, California, 3-4 December 1997
Gaede. Volker; Taylor, Kerry; Zhou, Xiaofang Conference paper
Data partitioning for parallel spatial join processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1262 LNCS, 1997, p. 178-196
Zhou, Xiaofang; Abel, David J.; Truffet, David Conference paper

1996 2

Parallel transitive closure computation in relational databases
Information Sciences, v. 92, (1-4), July 1996, p. 109-135
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Marie E. Article
Efficient Matrix Based Transitive Closure Algorithms for Functional Dependency Graphs
7th Australasian Database Conference, ADC'96, Melbourne, Australia, 29-30 January 1996
Ewald, Catherine A.; Zhou, Xiaofang Conference paper

1995 2

Handling data skew in parallel hash join computation using two-phase scheduling
Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 527-536
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
Using parallel semi-join reduction to minimize distributed query response time
Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 517-526
Lin, Xuemin; Orlowska, Maria E.; Zhou, Xiaofang Conference paper

1994 4

A new fragmentation scheme for recursive query processing
Data and Knowledge Engineering, v. 13, (2), September 1994, p. 177-192
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E. Article
Implementation and Evaluation of Join Algorithms on the Massively Parallel Computer MasPar MP-1
High Performance Computing Conference 1994, National University of Singapore, 29 September 1994
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
On Decomposition of Functional Dependency Manipulation for Parallel Execution
5th Australasian Database Conference, ADC 1994, Christchurch, New Zealand, 17-18 January 1994
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E. Conference paper
The Virtual Database: a Tool for Migration from Legacy Land Information Systems
22nd Annual Conference of the Australasian Urban and Regional Information Systems Association, AURISA 1994, Sydney, Australia, 21-25 November 1994
Abel, David J.; Ooi, Beng Chin; Power, Robert; Williams, Graham; Tan, Kian Lee; Zhou, Xiaofang Conference paper

1993 5

A Parallel Transitive Closure Algorithm for SIMD Meshes'
16th Australasian Computer Science Conference (ACSC 1993), Brisbane, Australia, February 1993
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E. Conference paper
Dynamic approach for handling data skew problems in parallel hash join computation
Proceedings of the 10th IEEE Region Conference on Computer, Communication, Control and Power Engineering / IEEE. Piscataway, NJ : IEEE, 1993, p. 133-137
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
On Horizontal Fragmentation and Transitive Closure Computation
International Symposium on Next Generation Database Systems and Their Applications (NDA’93), Fukuoka, Japan, September 1993
Zhang, Yanchun; Zhou, Xiaofang; Orlowska, Maria E. Conference paper
Parallel Naive and Semi-Naive Transitive Closures Evaluation
Proceedings of ICCI'93: 5th International Conference on Computing and Information / IEEE. Piscataway, NJ : IEEE, 1993, p. 497-501
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
Transitive Closure Evaluation of Database Relations on Massively Parallel Computer MasPar MP-1
5th Joint Symposium on Parallel Processing, Tokyo, Japan, 17-19 May 1993
Zhou, Xiaofang; Orlowska, Maria E.; Zhang, Yanchun Conference paper

1991 1

設計異構型分布式數據庫系統的幾個問題
软件学报=Journal of Software, v. 1, 1991, p. 42-51
金志權; 周曉方; 孫鐘秀 Article

1990 1

VNET:一個異構環境下的分布式程序開發工具
计算机工程与应用=Journal of Computer Engineering and Applications, v. Z1, 1990, p. 103-108
周曉方; 金志權 Article

1989 3

LSZ:一個異構型分布式數據庫系統
计算机研究与发展=Journal of Computer Research and Development, v. 10, 1989, p. 1-9
金志權; 柳誠飛; 孫鐘秀; 周曉方; 陳佩佩; 顧建明; 繩程弟 Article
多項選擇和分布式排序
计算机学报=Chinese Journal of Computers, v. 4, 1989, p. 241-248
金志權; 周曉方; 孫鐘秀 Article
LSZ2: an Extendible Distributed Database Management System
第一届国际青年计算机会议（ICYCS'89)=1st International Symposium for Young Computer Professionals, Beijing, August 1989
Jin, Zhiquan; Zhou, Xiaofang Conference paper

1988 1

一種分布式數據處理模型
电子学报=Acta Electronica Sinica, v. 2, 1988, p. 116-119
金志權; 周曉方; 孫鐘秀 Article


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Article 14

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System
IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 08868214, p. 1861-1876
Fang, Junhua; Zhang, Rong; Zhao, Yan; Zheng, Kai; Zhou, Xiaofang; Zhou, Aoying
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery
IEEE Transactions on Knowledge and Data Engineering, October 2021
Ding, Pengfei; Liu, Guanfeng; Wang, Yan; Zheng, Kai; Zhou, Xiaofang
An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random k-Means Ensemble
IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 8896034, p. 1877-1890
Lai, Yongxuan; He, Songyao; Lin, Zhijie; Yang, Fan; Zhou, Qifeng; Zhou, Xiaofang
Community-Based Influence Maximization In Location-Based Social Network
World Wide Web, 10 August 2021
Chen, Xuanhao; Deng, Liwei; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai
cPhoto2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8850032, p. 1708-1721
Zhao, Pengpeng; Xu, Chengfeng; Liu, Yanchi; Sheng, Victor S.; Zheng, Kai; Xiong, Hui; Zhou, Xiaofang
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries
IEEE Transactions on Knowledge and Data Engineering, v.33, (4), April 2021, p. 1554-1566
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold
Implicit Relation-Aware Social Recommendation with Variational Auto-Encoder
World Wide Web, v. 24, (5), June 2021, p. 1395-1410
Zheng, Qiqi; Liu, Guanfeng; Liu, An; Li, Zhixu; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang
Improving the Quality of Web-Based Data Imputation With Crowd Intervention
IEEE Transactions on Knowledge and Data Engineering, v. 33, (6), June 2021, article number 8906155, p. 2534-2547
Gu, Binbin; Li, Zhixu; Liu, An; Xu, Jiajie; Zhao, Lei; Zhou, Xiaofang
Incremental Graph Pattern Based Node Matching with Multiple Updates
IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8844795, p. 1585-1600
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang
LoG: a locally-global model for entity disambiguation
World Wide Web, v. 24, (1), January 2021, p. 351-373
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang
Partition-Aware Graph Pattern Based Node Matching With Updates
IEEE Transactions on Knowledge and Data Engineering, 10 August 2021, p. 1-1
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang
Photovoltaic Nowcasting With Bi-Level Spatio-Temporal Analysis Incorporating Sky Images
IEEE Transactions on Sustainable Energy, v. 12, (3), July 2021, p. 1766-1776
Zhang, Ruiyuan; Ma, Hui; Saha, Tapan Kumar; Zhou, Xiaofang
Temporal knowledge completion with context-aware embeddings
World Wide Web-internet and Web Information Systems, v. 24, (2), March 2021, p. 675-695
Liu, Yu; Hua, Wen; Qu, Jianfeng; Xin, Kexuan; Zhou, Xiaofang
Temporal knowledge extraction from large-scale text corpus
World Wide Web, v. 24, (1), January 2021, p. 135-156
Liu, Yu; Hua, Wen; Zhou, Xiaofang

Conference paper 12

An Efficient Approach for Spatial Trajectory Anonymization
v. 13080 LNCS, 2021, p. 575-590
Wang, Y.; Hua, W.; Jin, F.; Qiu, J.; Zhou, Xiaofang
Coalition-Based Task Assignment in Spatial Crowdsourcing
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458777, p. 241-252
Zhao, Yan; Guo, Jiannan; Chen, Xuanhao; Hao, Jianye; Zhou, Xiaofang; Zheng, Kai
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458642, p. 253-264
An, Baoyi; Xiao, Mingjun; Liu, An; Xie, Xike; Zhou, Xiaofang
Discovering subsequence patterns for next POI recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2021, January 2021, p. 3216-3222
Zhao, Kangzhi; Zhang, Yong; Yin, Hongzhi; Wang, Jin; Zheng, Kai; Zhou, Xiaofang; Xing, Chunxiao
Dynamic Hub Labeling for Road Networks
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021 , article number 9458856, p. 336-347
Zhang, Mengxuan; Li, Lei; Hua, Wen; Mao, Rui; Chao, Pingfu; Zhou, Xiaofang
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks
2021 IEEE 37th International Conference on Data Engineering (ICDE) / IEEE. New York, NY, USA : IEEE, 2021, p. 133-144
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458815, p. 1763-1774
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Chao, Pingfu; Zhou, Xiaofang
Efficient Trajectory Contact Query Processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12681 LNCS, April 2021, p. 658-666
Chao, Pingfu; He, Dan; Li, Lei; Zhang, Mengxuan; Zhou, Xiaofang
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) / Edited by Zhi-Hua Zhou. Vienna, Austria : International Joint Conferences on Artificial Intelligence, 2021, p. 3017-3023
Sun, Huimin; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Chao, Pingfu; Zhou, Xiaofang
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458807, p. 708-719
Zheng, Bolong; Weng, Lianggui; Zhao, Xi; Zeng, Kai; Zhou, Xiaofang; Jensen, Christian S.
Summarizing Long-Form Document with Rich Discourse Information
International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 2770-2779
Zhu, Tianyu; Hua, Wen; Qu, Jianfeng; Zhou, Xiaofang
Variational Self-attention Network for Sequential Recommendation
Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458633, p. 1559-1570
Zhao, Jing; Zhao, Pengpeng; Zhao, Lei; Liu, Yanchi; Sheng, Victor S.; Zhou, Xiaofang


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Article 15

A survey of trajectory distance measures and performance evaluation
VLDB Journal, v. 29, (1), January 2020, p. 3-32
Su, Han; Liu, Shuncheng; Zheng, Bolong; Zhou, Xiaofang; Zheng, Kai
Answering Why-Not Group Spatial Keyword Queries
IEEE Transactions on Knowledge and Data Engineering, v. 32, (1), January 2020, article number 8525350, p. 26-39
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Q.V.; Su, Han; Li, Guohui; Zhou, Xiaofang
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing
Data Science and Engineering, v. 5, (4), December 2020, p. 375-390
Li, Xiang; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai
Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network with Spatial-Temporal Correlation Analysis
IEEE Transactions on Industrial Informatics, v. 16, (3), March 2020, article number 8746200, p. 1635-1644
Zhang, Ruiyuan; Ma, Hui; Hua, Wen; Saha, Tapan Kumar; Zhou, Xiaofang
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach
IEEE Transactions on Knowledge and Data Engineering, v. 32, (12), December 2020, article number 8735884, p. 2336-2350
Zhao, Yan; Zheng, Kai; Li, Yang; Su, Han; Liu, Jiajun; Zhou, Xiaofang
Efficient and robust data augmentation for trajectory analytics: a similarity-based approach
World Wide Web, v. 23, (1), January 2020, p. 361-387
He, Dan; Wang, Sibo; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang
End-to-end relation extraction based on bootstrapped multi-level distant supervision
World Wide Web, v. 23, (5), September 2020, p. 2933-2956
He, Ying; Li, Zhixu; Yang, Qiang; Chen, Zhigang; Liu, An; Zhao, Lei; Zhou, Xiaofang
Group-Based Recurrent Neural Networks for POI Recommendation
ACM/IMS Transactions on Data Science, v. 1, (1), February 2020, article number 3, p. 1-18
Li, Guohui; Chen, Qi; Zheng, Bolong; Yin, Hongzhi; Nguyen, Quoc Viet Hung; Zhou, Xiaofang
Online sales prediction via trend alignment-based multitask recurrent neural networks
Knowledge and Information Systems, v. 62, (6), June 2020, p. 2139-2167
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wang, Hao; Zhou, Xiaofang; Li, Xue
Personalized Video Recommendation Using Rich Contents from Videos
IEEE Transactions on Knowledge and Data Engineering, v. 32, (3), March 2020, article number 8567986, p. 492-505
Du, Xingzhong; Yin, Hongzhi; Chen, Ling; Wang, Yang; Yang, Yi; Zhou, Xiaofang
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing
IEEE Transactions on Knowledge and Data Engineering, v. 32, (11), November 2020, article number 8704961, p. 2227-2240
Zheng, Kai; Zhao, Yan; Lian, Defu; Zheng, Bolong; Liu, Guanfeng; Zhou, Xiaofang
Semi-supervised clustering with deep metric learning and graph embedding
World Wide Web, v. 23, (2), March 2020, p. 781-798
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Zhou, Xiaofang
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing
IEEE Transactions on Knowledge and Data Engineering, v. 32, (4), April 2020, article number 8613932, p. 782-796
Xiao, Mingjun; Ma, Kai; Liu, An; Zhao, Hui; Li, Zhixu; Zheng, Kai; Zhou, Xiaofang
TEAGS: time-aware text embedding approach to generate subgraphs
Data Mining and Knowledge Discovery, v. 34, (4), July 2020, p. 1136-1174
Hosseini, Saeid; Najafipour, Saeed; Cheung, Ngai-Man; Yin, Hongzhi; Kangavari, Mohammad Reza; Zhou, Xiaofang
Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation
World Wide Web, v. 23, (1), January 2020, p. 47-73
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang

Conference paper 12

A Survey on Map-Matching Algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 121-133
Chao, Pingfu; Xu, Yehong; Hua, Wen; Zhou, Xiaofang
Adaptive top-k overlap set similarity joins
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101864, p. 1081-1092
Yang, Zhong; Zheng, Bolong; Li, Guohui; Zhao, Xi; Zhou, Xiaofang; Jensen, Christian S.
Decentralized Embedding Framework for Large-Scale Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 425-441
Imran, Mubashir; Yin, Hongzhi; Chen, Tong; Shao, Yingxia; Zhang, Xiangliang; Zhou, Xiaofang
Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 29-41
Li, Mengqi; He, Dan; Zhou, Xiaofang
EPARS: Early prediction of at-risk students with online and offline learning behaviors
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12113 LNCS, 2020, p. 3-19
Yang, Yu; Wen, Zhiyuan; Cao, Jiannong; Shen, Jiaxing; Yin, Hongzhi; Zhou, Xiaofang
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation
WWW '20: Proceedings of The Web Conference 2020 / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 2768-2774
Liu, Jian; Zhao, Pengpeng; Zhuang, Fuzhen; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhou, Xiaofang; Xiong, Hui
Fast query decomposition for batch shortest path processing in road networks
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101781, p. 1189-1200
Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang
Path Query Processing Using Typical Snapshots in Dynamic Road Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 255-271
Zhang, Mengxuan; Li, Lei; Chao, Pingfu; Hua, Wen; Zhou, Xiaofang
Predictive task assignment in spatial crowdsourcing: A data-driven approach
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101480, p. 13-24
Zhao, Yan; Zheng, Kai; Cui, Yue; Su, Han; Zhu, Feida; Zhou, Xiaofang
Sequence-aware factorization machines for temporal predictive analytics
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101475, p. 1405-1416
Chen, Tong; Yin, Hongzhi; Hung Nguyen, Quoc Viet; Peng, Wen Chih; Li, Xue; Zhou, Xiaofang
Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 105-120
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofeng
Updates-aware graph pattern based node matching
Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101806, p. 697-708
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Zhou, Xiaofang


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Article 9

A framework for parallel map-matching at scale using Spark
Distributed and Parallel Databases, v. 37, (4), December 2019, p. 697-720
Alves Peixoto, Douglas; Hung Nguyen, Quoc Viet; Zheng, Bolong; Zhou, Xiaofang
A novel hybrid publication recommendation system using compound information
World Wide Web, v. 22, (6), November 2019, p. 2499-2517
Yang, Qiang; Li, Zhixu; Liu, An; Liu, Guanfeng; Zhao, Lei; Zhang, Xiangliang; Zhang, Min; Zhou, Xiaofang
An efficient method for top-k graph based node matching
World Wide Web, v. 22, (3), May 2019, p. 945-966
Liu, Guanfeng; Shi, Qun; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang
Exploiting Combination Effect for Unsupervised Feature Selection by ?2,0 Norm
IEEE Transactions on Neural Networks and Learning Systems, v. 30, (1), January 2019, article number 8375143, p. 201-214
Du, Xingzhong; Nie, Feiping; Wang, Weiqing; Yang, Yi; Zhou, Xiaofang
Integrating workload balancing and fault tolerance in distributed stream processing system
World Wide Web, v. 22, (6), November 2019, p. 2471-2496
Fang, Junhua; Chao, Pingfu; Zhang, Rong; Zhou, Xiaofang
Leveraging multi-aspect time-related influence in location recommendation
World Wide Web, v. 22, (3), May 2019, p. 1001-1028
Hosseini, Saeid; Yin, Hongzhi; Zhou, Xiaofang; Sadiq, Shazia; Kangavari, Mohammad Reza; Cheung, Ngai-Man
Parallelizing approximate single-source personalized PageRank queries on shared memory
VLDB Journal, v. 28, (6), December 2019, p. 923-940
Wang, Runhui; Wang, Sibo; Zhou, Xiaofang
Protecting multi-party privacy in location-aware social point-of-interest recommendation
World Wide Web, v. 22, (2), March 2019, p. 863-883
Wang, Weiqi; Liu, An; Li, Zhixu; Zhang, Xiangliang; Li, Qing; Zhou, Xiaofang
Searching activity trajectory with keywords
World Wide Web, v. 22, (3), May 2019, p. 967-1000
Zheng, Bolong; Zheng, Kai; Scheuermann, Peter; Zhou, Xiaofang; Hung, Nguyen Quoc Viet; Li, Chenliang

Conference paper 23

A fine-grained and noise-aware method for neural relation extraction
CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 659-668
Qu, Jianfeng; Hua, Wen; Ouyang, Dantong; Zhou, Xiaofang; Li, Ximing
A hierarchical framework for top-k location-aware error-tolerant keyword search
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731340, p. 968-997
Yang, Junye; Zhang, Yong; Zhou, Xiaofang; Wang, Jin; Hu, Huiqi; Xing, Chunxiao
An efficient framework for correctness-aware kNN queries on road networks
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731516, p. 1298-1309
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold
An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11448 LNCS, 2019, p. 305-309
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang
Answering why-not group spatial keyword queries (Extended Abstract)
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731602, p. 2155-2156
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Quoc Viet; Su, Han; Li, Guohui; Zhou, Xiaofang
Batch processing of shortest path queries in road networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11393 LNCS, 2019, p. 3-16
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang
Context-Aware Temporal Knowledge Graph Embedding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, 2019, p. 583-598
Liu, Yu; Hua, Wen; Xin, Kexuan; Zhou, Xiaofang
Discovering correlations between sparse features in distant supervision for relation extraction
WSDM '19: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2019, p. 726-734
Qu, Jiangeng; Ouyang, Dantong; Ye, Yuxin; Hua, Wen; Zhou, Xiaofang
Efficient batch processing of shortest path queries in road networks
Proceedings - IEEE International Conference on Mobile Data Management, v. 2019, June 2019, article number 8788793, p. 100-105
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang
Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, p. 523-537
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang
Extracting temporal patterns from large-scale text corpus
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11393 LNCS,, 2019, p. 17-30
Liu, Yu; Hua, Wen; Zhou, Xiaofang
Feature-level deeper self-attention network for sequential recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2019, August 2019, p. 4320-4326
Zhang, Tingting; Zhao, Pengpeng; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Wang, Deqing; Liu, Guanfeng; Zhou, Xiaofang
Graph contextualized self-attention network for session-based recommendation
IJCAI International Joint Conference on Artificial Intelligence, v. 2019, August 2019, p. 3940-3946
Xu, Chengfeng; Zhao, Pengpeng; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhuang, Fuzhen; Fang, Junhua; Zhou, Xiaofang
Moving object linking based on historical trace
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731507, p. 1058-1069
Jin, Fengmei; Hua, Wen; Xu, Jiajie; Zhou, Xiaofang
Multi-source multi-net micro-video recommendation with hidden item category discovery
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11447 LNCS, 2019, p. 384-400
Ma, Jingwei; Wen, Jiahui; Zhong, Mingyang; Chen, Weitong; Zhou, Xiaofang; Indulska, Jadwiga
RecKGC: Integrating Recommendation with Knowledge Graph Completion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11888 LNAI, 2019, p. 250-265
Ma, Jingwei; Zhong, Mingyang; Wen, Jiahui; Chen, Weitong; Zhou, Xiaofang; Li, Xue
Recurrent convolutional neural network for sequential recommendation
WWW '19: The World Wide Web Conference / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 3398-3404
Xu, Chengfeng; Xu, Jianjie; Zhao, Pengpeng; Sheng, Victor S.; Liu, Yanchi; Cui, Zhiming; Zhou, Xiaofang; Xiong, Hui
Semi-supervised Clustering with Deep Metric Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11448 LNCS, 2019, p. 383-386
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Chen, Hongxu; Sadiq, Shazia; Zhou, Xiaofang
SIRCS: Slope-intercept-residual compression by correlation sequencing for multi-stream high variation data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11446 LNCS, 2019, p. 191-206
Ye, Zixin; Hua, Wen; Wang, Liwei; Zhou, Xiaofang
Social influence-based group representation learning for group recommendation
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731382, p. 566-577
Yin, Hongzhi; Wang, Qinyong; Zheng, Kai; Li, Zhixu; Yang, Jiali; Zhou, Xiaofang
Time-dependent hop labeling on road network
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731400, p. 902-913
Li, Lei; Wang, Sibo; Zhou, Xiaofang
WebPut: A web-aided data imputation system for the general type of missing string attribute values
Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731367, p. 1952-1955
Shan, Shuangli; Li, Zhixu; Li, Yang; Yang, Qiang; Zhu, Jia; Sharaf, Mohamed; Zhou, Xiaofang
Where to go next: A spatio-temporal gated network for next POI recommendation
Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 5877-5884
Zhao, Pengpeng; Zhu, Haifeng; Liu, Yanchi; Xu, Jiajie; Li, Zhixu; Zhuang, Fuzhen; Sheng, Victor S.; Zhou, Xiaofang


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Article 10

Computing crowd consensus with partial agreement
IEEE Transactions on Knowledge and Data Engineering, v. 30, (1), January 2018, p. 1-14
Hung Nguyen, Quoc Viet; Viet, Huynh Huu; Tam, Nguyen Thanh; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang
Context-aware trust network extraction in large-scale trust-oriented social networks
World Wide Web, v. 21, (3), May 2018, p. 713-738
Liu, Guanfeng; Liu, Yi; Liu, An; Li, Zhixu; Zheng, Kai; Wang, Yan; Zhou, Xiaofang
Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction
IEEE Transactions on Knowledge and Data Engineering, v. 30, (5), May 2018, p. 852-865
Li, Zhixu; He, Ying; Gu, Binbin; Liu, An; Li, Hongsong; Wang, Haixun; Zhou, Xiaofang
Distributed Stream Rebalance for Stateful Operator under Workload Variance
IEEE Transactions on Parallel and Distributed Systems, v. 29, (10), October 2018, article number 8340854, p. 2223-2240
Fang, Junhua; Zhang, Rong; Fu, Tom Z.J.; Zhang, Zhenjie; Zhou, Aoying; Zhou, Xiaofang
Exploiting detected visual objects for frame-level video filtering
World Wide Web, v. 21, (5), September 2018, p. 1259-1284
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang
Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory
VLDB Journal, v. 27, (3), June 2018, p. 321-345
Li, Lei; Zheng, Kai; Wang, Sibo; Hua, Wen; Zhou, Xiaofang
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs
IEEE Transactions on Knowledge and Data Engineering, v. 30, (6), June 2018, p. 1050-1064
Liu, Guanfeng; Liu, Yi; Zheng, Kai; Liu, An; Li, Zhixu; Wang, Yang; Zhou, Xiaofang
Semantic-aware top-k spatial keyword queries
World Wide Web, v. 21, (3), May 2018, p. 573-594
Qian, Zhihu; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Zhou, Xiaofang
Time-dependent route scheduling on road networks
SIGSPATIAL Special, v. 10, (1), June 2018, p. 10-14
Li, Lei; Kim, Jiwon; Xu, Jiajie; Zhou, Xiaofang
TPM: A temporal personalized model for spatial item recommendation
ACM Transactions on Intelligent Systems and Technology, v. 9, (6), November 2018, article number a61
Wang, Weiqing; Yin, Hongzhi; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang

Book chapter 2

Spatiotemporal Recommendation in Geo-Social Networks
Encyclopedia of Social Network Analysis and Mining / Alhajj R., Rokne J. (eds). New York : Springer, 2018, p. 67-83
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang
Two-Dimensional Shape Retrieval
Encyclopedia of Database Systems / Ling Liu, M. Tamer ?zsu, editors.. New York : Springer, 2018, p. 64-71
Chen, Lei; Zhou, Xiaofang

Conference paper 17

A system for spatial-temporal trajectory data integration and representation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 807-812
Peixoto, Douglas Alves; Zhou, Xiaofang; Hung Nguyen, Quoc Viet; He, Dan; Stantic, Bela
Auto-CES: An automatic pruning method through clustering ensemble selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 275-287
Maskouni, Mojtaba Amiri; Hosseini, Saeid; Abachi, Hadi Mohammadzadeh; Kangavari, Mohammadreza; Zhou, Xiaofang
Computing crowd consensus with partial agreement
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1749-1750, Article number 8509453
Hung Nguyen, Quoc Viet; Huynh, Huu Viet; Nguyen, Thanh Tam; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang
Concept for evaluation of techniques for trajectory distance measures
Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 276-277
Peixoto, Douglas Alves; Su, Han; Hung Nguyen, Quoc Viet; Stantic, Bela; Zheng, Bolong; Zhou, Xiaofang
DAVE: Extracting domain attributes and values from text corpus
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10987 LNCS, 2018, p. 431-439
Shen, Yongxin; Li, Zhixu; Zhang, Wenling; Liu, An; Zhou, Xiaofang
Effective and Efficient User Account Linkage across Location Based Social Networks
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1025-1036, Article number 8509322
Chen, Wei; Yin, Hongzhi; Wang, Weiqing; Zhao, Lei; Zhou, Xiaofang
Efficient clue-based route search on road networks (extended Abstract)
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1783-1784, Article number 8509470
Zheng, Bolong; Su, Han; Hua, Wen; Zheng, Kai; Zhou, Xiaofang; Li, Guohui
Exploiting reshaping subgraphs from bilateral propagation graphs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10827 LNCS, 2018, p. 342-351
Hosseini, Saeid; Yin, Hongzhi; Cheung, Ngai-Man; Leng, Kan Pak; Elovici, Yuval; Zhou, Xiaofang
ID repair for trajectories with transition graphs
Advances in Database Technology - EDBT, v. 2018, March 2018, p. 1-12
Cui, Xingcan; Yu, Xiaohui; Zhou, Xiaofang; Guo, Jiong
Incremental graph pattern based node matching
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 281-292, Article number 8509255
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Zhou, Xiaofang
Joint event-partner recommendation in event-based social networks
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 929-940, Article number 8509309
Yin, Hongzhi; Zou, Lei; Hung Nguyen, Quoc Viet; Huang, Zi; Zhou, Xiaofang
LC-RNN: A deep learning model for traffic speed prediction
IJCAI International Joint Conference on Artificial Intelligence, v. 2018, July 2018, p. 3470-3476
Lv, Zhongjian; Xu, Jiajie; Zheng, Kai; Yin, Hongzhi; Zhao, Pengpeng; Zhou, Xiaofang
Mining subgraphs from propagation networks through temporal dynamic analysis
Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 66-75
Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Elovici, Yuval; Zhou, Xiaofang
Modeling patient visit using electronic medical records for cost profile estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 20-36
Zhao, Kangzhi; Zhang, Yong; Wang, Zhihao; Yin, Hongzhi; Zhou, Xiaofang; Wang, Jin; Xing, Chunxiao
Origin-destination trajectory diversity analysis: Efficient top-k diversified search
Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 135-144
He, Dan; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction
Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2018, November 2018, article number 8594829, p. 49-58
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wu, Lin; Wang, Hao; Zhou, Xiaofang; Li, Xue
Trajectory set similarity measure: An EMD-based approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 28-40
He, Dan; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang


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Article 16

A context-aware approach for trustworthy worker selection in social crowd
World Wide Web, v. 20, (6), November 2017, p. 1211-1235
Zhao, Yang; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang
A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation
IEEE Access, v. 6, October 2017, p. 393-404
Liu, An; Wang, Weiqi; Li, Zhixu; Liu, Guanfeng; Li, Qing; Zhou, Xiaofang; Zhang, Xiangliang
An empirical study on user-topic rating based collaborative filtering methods
World Wide Web, v. 20, (4), July 2017, p. 815-829
He, Tieke; Chen, Zhenyu; Liu, Jia; Zhou, Xiaofang; Du, Xingzhong; Wang, Weiqing
Answer validation for generic crowdsourcing tasks with minimal efforts
VLDB Journal, v. 26, (6), December 2017, p. 855-880
Hung Nguyen, Quoc Viet; Thang, Duong Chi; Tam, Nguyen Thanh; Weidlich, Matthias; Aberer, Karl; Yin, Hongzhi; Zhou, Xiaofang
Argument discovery via crowdsourcing
VLDB Journal, v. 26, (4), August 2017, p. 511-535
Hung Nguyen, Quoc Viet; Duong, Chi Thang; Nguyen, Thanh Tam; Weidlich, Matthias; Aberer, Karl; Yin, Hongzhi; Zhou, Xiaofang
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis
IEEE Transactions on Image Processing, v. 26, (10), October 2017, article number 7964737, p. 5057-5069
Yu, Litao; Huang, Zi; Shen, Fumin; Song, Jingkuan; Shen, Heng Tao; Zhou, Xiaofang
CAT: Context-aware trust-oriented worker selection in social crowd
Computing and Informatics, v. 36, (3), 2017, p. 517-540
Zhao, Yang; Zheng, Kai; Liu, An; Li, Zhixu; Liu, Guanfeng; Zhou, Xiaofang
Data Quality: The Role of Empiricism
SIGMOD Record, v. 46, (4), December 2017, p. 35-43
Sadiq, Shazia; Dasu, Tamraparni; Dong, Xin Lina; Freire, Juliana; Ilyas, Ihab F.; Link, Sebastian; Miller, Renee J.; Naumann, Felix; Zhou, Xiaofang; Srivastava, Divesh
Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search
IEEE Transactions on Multimedia, v. 19, (9), September 2017, article number 7984879, p. 2066-2079
Zhu, Lei; Huang, Zi; Liu, Xiaobai; He, Xiangnan; Sun, Jiande; Zhou, Xiaofang
Efficient Clue-Based Route Search on Road Networks
IEEE Transactions on Knowledge and Data Engineering, v. 29, (9), September 2017, article number 7926432, p. 1846-1859
Zheng, Bolong; Su, Han; Hua, Wen; Zheng, Kai; Zhou, Xiaofang; Li, Guohui
HD-GDD: high dimensional graph dominance drawing approach for reachability query
World Wide Web, v. 20, (4), July 2017, p. 677-696
Li, Lei; Hua, Wen; Zhou, Xiaofang
Ranking weighted clustering coefficient in large dynamic graphs
World Wide Web, v. 20, (5), September 2017, p. 855-883
Li, Xuefei; Chang, Lijun; Zheng, Kai; Huang, Zi; Zhou, Xiaofang
Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 29, (11), November 2017, article number 8013107, p. 2537-2551
Yin, Hongzhi; Wang, Weiqing; Wang, Hao; Chen, Ling; Zhou, Xiaofang
ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation
ACM Transactions on Intelligent Systems and Technology, v. 8, (3), April 2017, article number 48
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang
The Interaction Between Schema Matching and Record Matching in Data Integration
IEEE Transactions on Knowledge and Data Engineering, v. 29, (1), January 2017, article number 7572193, p. 186-199
Gu, Binbin; Li, Zhixu; Zhang, Xiangliang; Liu, An; Liu, Guanfeng; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge
IEEE Transactions on Knowledge and Data Engineering, v. 29, (3), March 2017, article number 7476863, p. 499-512
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang

Conference paper 11

A performance study on large-scale data analytics using disk-based and in-memory database systems
2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 245-254, Article number 7881706
Chao, Pingfu; He, Dan; Sadiq, Shazia; Zheng, Kai; Zhou, Xiaofang
Decomposition-based approximation of time series data with max-error guarantees
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10538 LNCS, 2017, p. 71-82
Ruan, Boyu; Hua, Wen; Zhang, Ruiyuan; Zhou, Xiaofang
EtherQL: A query layer for blockchain system
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10178 LNCS, 2017, p. 556-567
Li, Yang; Zheng, Kai; Yan, Ying; Liu, Qi; Zhou, Xiaofang
Exploiting spatio-temporal user behaviors for user linkage
CIKM '17: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2017, p. 517-526
Chen, Wei; Yin, Hongzhi; Wang, Weiqing; Zhao, Lei; Hua, Wen; Zhou, Xiaofang
Jointly modeling heterogeneous temporal properties in location recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 490-506
Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Zhou, Xiaofang; Sadiq, Shazia
Minimal on-road time route scheduling on time-dependent graphs
Proceedings of the VLDB Endowment, v. 10, (11), August 2017, p. 1274-1285
Li, Lei; Hua, Wen; Du, Xingzhong; Zhou, Xiaofang
Mobi-SAGE: A sparse additive generative model for mobile app recommendation
Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2017, p. 75-78, Article number 7929939
Yin, Hongzhi; Chen, Liang; Wang, Weiqing; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs
Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017, September 2017, article number 8029811, p. 588-595
Shi, Qun; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang
Outlier trajectory detection: A trajectory analytics based approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 231-246
Lv, Zhongjian; Xu, Jiajie; Zhao, Pengpeng; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang
The interaction between schema matching and record matching in data integration (Extended abstract)
Proceedings - International Conference on Data Engineering / IEEE. Piscatway, NJ : IEEE, 2017, p. 33-34, Article number 7929919
Gu, Binbin; Liu, Guanfeng; Li, Zhixu; Zheng, Kai; Zhao, Lei; Liu, An; Zhang, Xiangliang; Zhou, Xiaofang
When differential privacy meets randomized perturbation: A hybrid approach for privacy-preserving recommender system
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 576-591
Liu, Xiao; Liu, An; Zhang, Xiangliang; Li, Zhixu; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang


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Article 13

A spatial-temporal topic model for the semantic annotation of PoIs in LBSns
ACM Transactions on Intelligent Systems and Technology, v. 8, (1), July 2016, article number 12
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Sadiq, Shazia; Luo, Bin
Access time oracle for planar graphs
IEEE Transactions on Knowledge and Data Engineering, v. 28, (8), August 2016, article number 7442555, p. 1959-1970
Deng, Ke; Li, Jianxin; Pang, Chaoyi; Li, Jiuyong; Zhou, Xiaofang
Adapting to user interest drift for poi recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 28, (10), October 2016, article number 7491346, p. 2566-2581
Yin, Hongzhi; Zhou, Xiaofang; Cui, Bin; Wang, Hao; Zheng, Kai; Hung Nguyen, Quoc Viet
Compound rank-k projections for bilinear analysis
IEEE Transactions on Neural Networks and Learning Systems, v. 27, (7), July 2016, article number 7161356, p. 1502-1513
Chang, Xiaojun; Nie, Feiping; Wang, Sen; Yang, Yi; Zhou, Xiaofang; Zhang, Chengqi
Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations
IEEE Data Engineering Bulletin, v. 39, (2), June 2016, p. 21-37
Kohler, Henning; Link, Sebastian; Zhou, Xiaofang
Exploiting viral marketing for location promotion in location-based social networks
ACM Transactions on Knowledge Discovery from Data, v. 11, (2), November 2016, article number 25
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang
Joint modeling of user check-in behaviors for real-time point-of-interest recommendation
ACM Transactions on Information Systems, v. 35, (2), October 2016, article number 2873055
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang; Wang, Weiqing; Huang, Zi; Sadiq, Shazia
Landmark-Based Route Recommendation with Crowd Intelligence
Data Science and Engineering, v. 1, (2), June 2016, p. 86-100
Zheng, Bolong; Su, Han; Zheng, Kai; Zhou, Xiaofang
Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption
IEEE Transactions on Knowledge and Data Engineering, v. 28, (5), May 2016, article number 7378511, p. 1258-1271
Xie, Qing; Zhang, Xiangliang; Li, Zhixu; Zhou, Xiaofang
Possible and certain keys for SQL
VLDB Journal, v. 25, (4), August 2016, p. 571-596
K?hler, Henning; Leck, Uwe; Link, Sebastian; Zhou, Xiaofang
Quality-Aware Entity-Level Semantic Representations for Short Texts
IEEE Data Engineering Bulletin, v. 39, (2), June 2016, p. 93-105
Hua, Wen; Zheng, Kai; Zhou, Xiaofang
TOSI: A trust-oriented social influence evaluation method in contextual social networks
Neurocomputing, v. 210, October 2016, p. 130-140
Liu, Guanfeng; Zhu, Feng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang
WARD@TRECVID 2016: Surveillance Event Detection
TRECVID 2016, January 2016, article number tv16
Du, Xingzhong; Yang, Yi; Zhou, Xiaofang

Conference paper 11

Clue-based spatio-textual query
Proceedings of the VLDB Endowment, v. 10, (5), 2016, p. 529-540
Liu, Junling; Ge, Yu; Deng, Ke; Zhou, Xiaofang; Sun, Huiliang; Jensen, Christian S.
Discovering interpretable geo-social communities for user behavior prediction
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 942-953, Article number 7498303
Yin, Hongzhi; Hu, Zhiting; Zhou, Xiaofang; Wang, Hao; Zheng, Kai; Hung Nguyen, Quoc Viet; Sadiq, Shazia
Exploiting hierarchies for efficient detection of completeness in stream data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 419-431
Razniewski, Simon; Sadiq, Shazia; Zhou, Xiaofang
Finding least on-road travel time on road network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 137-149
Li, Lei; Zhou, Xiaofang; Zheng, Kevin
Graph-Based Metric Embedding for Next POI Recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10042 LNCS, 2016, p. 207-222
Xie, Min; Yin, Hongzhi; Xu, Fanjiang; Wang, Hao; Zhou, Xiaofang
Keyword-aware continuous kNN query on road networks
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 871-882, Article number 7498297
Zheng, Bolong; Zheng, Kai; Xiao, Xiaoku; Su, Han; Yin, Hongzhi; Zhou, Xiaofang; Li, Guohui
SPORE: A sequential personalized spatial item recommender system
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 954-965, Article number 7498304
Wang, Weiqing; Yin, Hongzhi; Sadiq, Shazia; Chen, Ling; Xie, Min; Zhou, Xiaofang
TRIP: An interactive retrieving-inferring data imputation approach
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 1462-1463, Article number 7498375
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang
Understanding information diffusion under interactions
IJCAI International Joint Conference on Artificial Intelligence, v. 2016, January 2016, p. 3875-3881
Su, Y.; Zhang, X.; Yu, P.S.; Hua, W.; Zhou, Xiaofang; Fang, B.
Using detected visual objects to index video database
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 333-345
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang
When peculiarity makes a difference: object characterisation in heterogeneous information networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9643, 2016, p. 3-17
Chen, Wei; Zhu, Feida; Zhao, Lei; Zhou, Xiaofang


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Article 9

Best keyword cover search
IEEE Transactions on Knowledge and Data Engineering, v. 27, (1), January 2015, article number 6820760, p. 61-73
Deng, Ke; Li, Xin; Lu, Jiaheng; Zhou, Xiaofang
Calibrating trajectory data for spatio-temporal similarity analysis
VLDB Journal, v. 24, (1), January 2015, p. 93-116
Su, Han; Zheng, Kai; Huang, Jiamin; Wang, Haozhou; Zhou, Xiaofang
Cardinality constraints on qualitatively uncertain data
Data and Knowledge Engineering, v. 99, September 2015, p. 126-150
Hall, Neil; Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang
Dynamic user modeling in social media systems
ACM Transactions on Information Systems, v. 33, (3), March 2015, article number 10
Yin, Hongzhi; Cui, Bin; Chen, Ling; Hu, Zhiting; Zhou, Xiaofang
Semisupervised feature selection via spline regression for video semantic recognition
IEEE Transactions on Neural Networks and Learning Systems, v. 26, (2), February 2015, p. 252-264
Han, Yahong; Yang, Yi; Yan, Yan; Ma, Zhigang; Sebe, Nicu; Zhou, Xiaofang
Social event identification and ranking on flickr
World Wide Web, v. 18, (5), September 2015, p. 1219-1245
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang
Trip Oriented Search on Activity Trajectory
Journal of Computer Science and Technology, v. 30, (4), July 2015, p. 745-761
Chen, Wei; Zhao, Lei; Xu, Jia-Jie; Liu, Guan-Feng; Zheng, Kai; Zhou, Xiaofang
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
IEEE Transactions on Knowledge and Data Engineering, v. 27, (9), September 2015, article number 7056462, p. 2550-2563
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang
WARD-CMU@TRECVID 2015: Surveillance Event Detection
TRECVID 2015, January 2015, article number tv15
Du, Xingzhong; Li, Xuanchong; Zhou, Xiaofang; Hauptmann, Alexander

Conference paper 20

A convex formulation for spectral shrunk clustering
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9606, p. 2532-2538
Chang, Xiaojun; Nie, Feiping; Ma, Zhigang; Yang, Yi; Zhou, Xiaofang
A novelty-seeking based dining recommender system
WWW '15: Proceedings of the 24th International Conference on World Wide Web / International World Wide Web Conferences Steering Committee. Republic and Canton of Geneva, Switzerland : International World Wide Web Conferences Steering Committee, 2015, p. 1362-1372
Zhang, Fuzheng; Zheng, Kai; Yuan, Nicholas Jing Yuan; Xie, Xing; Chen, Enhong; Zhou, Xiaofang
Addressing instance ambiguity in web harvesting
WebDB'15: Proceedings of the 18th International Workshop on Web and Databases / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 6-12
Li, Zhixu; Zhang, Xiangliang; Huang, Hai; Xie, Qing; Zhu, Jia; Zhou, Xiaofang
Approximate keyword search in semantic trajectory database
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113349, p. 975-986
Zheng, Bolong; Yuan, Nicholas Jing; Zheng, Kai; Xie, Xing; Sadiq, Shazia; Zhou, Xiaofang
Efficient secure similarity computation on encrypted trajectory data
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113273, p. 66-77
Liu, An; Zhengy, Kai; Li, Lu; Liu, Guangfeng; Zhao, Lei; Zhou, Xiaofang
Geographical constraint and temporal similarity modeling for point-of-interest recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9419, 2015, p. 426-441
Wu, Huimin; Shao, Jie; Yin, Hongzhi; Shen, Heng Tao; Zhou, Xiaofang
Geo-SAGE: A geographical sparse additive generative model for spatial item recommendation
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1255-1264
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang
Interactive Top-k Spatial Keyword queries
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113303, p. 423-434
Zheng, Kai; Su, Han; Zheng, Bolong; Shang, Shuo; Xu, Jiajie; Liu, Jiajun; Zhou, Xiaofang
Joint modeling of user check-in behaviors for point-of-interest recommendation
International Conference on Information and Knowledge Management, Proceedings / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 1631-1640
Yin, Hongzhi; Zhou, Xiaofang; Shao, Yingxia; Wang, Hao; Sadiq, Shazia
Joint modeling of users' interests and mobility patterns for point-of-interest recommendation
MM '15: Proceedings of the 23rd ACM international conference on Multimedia / Association for Computing Machinery. New York, United States : Association for Computing Machinery
Yin, Hongzhi; Cui, Bin; Huang, Zi; Wang, Weiqing; Wu, Xian; Zhou, Xiaofang
Making sense of trajectory data: A partition-and-summarization approach
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113348, p. 963-974
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Sadiq, Shazia; Yuan, Nicolas Jing; Zhou, Xiaofang
Microblog entity linking with social temporal context
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1761-1775
Hua, Wen; Zheng, Kai; Zhou, Xiaofang
Modeling user mobility for location promotion in location-based social networks
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1573-1582
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113297, p. 351-362
Liu, Guanfeng; Zheng, Kai; Wang, Yan; Orgun, Mehmet A.; Liu, An; Zhao, Lei; Zhou, Xiaofang
Possible and certain SQL keys
Proceedings of the VLDB Endowment, v. 8, (11), July 2015, p. 1118-1129
K?hler, Henning; Link, Sebastian; Zhou, Xiaofang
Predicting passengers in public transportation using smart card data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 28-40
Dou, Mengyu; He, Tieke; Yin, Hongzhi; Zhou, Xiaofang; Chen, Zhenyu; Luo, Bin
Predicting users’ purchasing behaviors using their browsing history
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 129-141
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Luo, Bin
SharkDB: An in-memory storage system for massive trajectory data
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1099-1104
Wang, Haozhou; Zheng, Kai; Zhou, Xiaofang; Sadiq, Shazia
Short text understanding through lexical-semantic analysis
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113309, p. 495-506
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang
Storing and processing massive trajectory data on SAP HANA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 66-77
Wang, Haozhou; Zheng, Kai; Jeung, Hoyoung; Bracher, Shane; Islam, Asadul; Sadiq, Wasim; Sadiq, Shazia; Zhou, Xiaofang


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Article 13

A web-based approach to data imputation
World Wide Web, v. 17, (5), September 2014, p. 873-897
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang
Augmenting image descriptions using structured prediction output
IEEE Transactions on Multimedia, v. 16, (6), October 2014, p. 1665-1676
Han, Yahong; Wei, Xingxing; Cao, Xiaochun; Yang, Yi; Zhou, Xiaofang
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection
IEEE Transactions on Knowledge and Data Engineering, v. 26, (9), September 2014, article number 6509368, p. 2138-2150
Li, Zechao; Liu, Jing; Yang, Yi; Zhou, Xiaofang; Lu, Hanqing
Continuous probabilistic subspace skyline query processing using grid projections
Journal of Computer Science and Technology, v. 29, (2), March 2014, p. 332-344
Zhao, Lei; Yang, Yan-Yan; Zhou, Xiaofang
CoRE: A context-aware relation extraction method for relation completion
IEEE Transactions on Knowledge and Data Engineering, v. 26, (4), April 2014, article number 6587241, p. 836-849
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Du, Xiaoyong; Zhou, Xiaofang
Economic model-driven cloud service composition
ACM Transactions on Internet Technology, v. 14, (2-3), October 2014, article number 2651420
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang
Image attribute adaptation
IEEE Transactions on Multimedia, v. 16, (4), February 2014, article number 6739133, p. 1115-1126
Han, Yahong; Yang, Yi; Ma, Zhigang; Shen, Haoquan; Sebe, Nicu; Zhou, Xiaofang
Maximum error-bounded Piecewise Linear Representation for online stream approximation
VLDB Journal, v. 23, (6), November 2014, p. 915-937
Xie, Qing; Pang, Chaoyi; Zhou, Xiaofang; Zhang, Xiangliang; Deng, Ke
Online discovery of gathering patterns over trajectories
IEEE Transactions on Knowledge and Data Engineering, v. 26, (8), August 2014, article number 6613478, p. 1974-1988
Zheng, Kai; Zheng, Yu; Yuan, Nicholas J.; Shang, Shuo; Zhou, Xiaofang
Personalized trajectory matching in spatial networks
VLDB Journal, v. 23, (3), June 2014, p. 449-468
Shang, Shuo; Ding, Ruogu; Zheng, Kai; Jensen, Christian S.; Kalnis, Panos; Zhou, Xiaofang
Quality-aware schedulers for weak consistency key-value data stores
Distributed and Parallel Databases, v. 32, (4), December 2013, p. 531-581
Xu, Chen; Sharaf, Mohamed A.; Zhou, Xiaofang; Zhou, Aoying
Responsibility analysis for lineagesof conjunctive queries with inequalities
IEEE Transactions on Knowledge and Data Engineering, v. 26, (6), June 2014, article number 6497437, p. 1532-1543
Qin, Biao; Wang, Shan; Zhou, Xiaofang; Du, Xiaoyong
STMaker-A system to make sense of trajectory data
Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1701-1704
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Zhou, Xiaofang

Conference paper 19

A crowd-based route recommendation system-CrowdPlanner
Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2014, p. 1178-1181, Article number 6816735
Su, Han; Zheng, Kai; Huang, Jiamin; Liu, Tianyu; Wang, Haozhou; Zhou, Xiaofang
A data driven approach for discovering data quality requirements
International Conference on Information Systems (ICIS 2014): Building a Better World Through Information Systems, Auckland, New Zealand, 14-17 December 2014 / Curran Associates, Inc.. New York, USA : Curran Associates, Inc., 2015, p. 439-448
Zhang, R.; Jayawardene, V.; Indulska, M.; Sadiq, S.; Zhou, Xiaofang
A social trust path recommendation system in contextual online social networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709 LNCS, 2014, p. 652-656
Sun, Guohan; Liu, Guanfeng; Zhao, Lei; Xu, Jiajie; Liu, An; Zhou, Xiaofang
An Efficient Trust-Oriented Trip Planning Method in Road Networks
Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 487-494, Article number 7306994
Dai, Junqiang; Liu, Guanfeng; Xu, Jiajie; Liu, An; Zhao, Lei; Zhou, Xiaofang
An evolution-based robust social influence evaluation method in Online Social Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8787, 2014, p. 141-157
Zhu, Feng; Liu, Guanfeng; Liu, An; Zhao, Lei; Zhou, Xiaofang
Cardinality constraints for uncertain data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8824, 2014, p. 108-121
Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang
Cost-efficient spatial network partitioning for distance-based query processing
Proceedings - IEEE International Conference on Mobile Data Management, v.. 1, October 2104, article number 6916899, p. 13-22
Wang, Jiping; Zheng, Kai; Jeung, Hoyoung; Wang, Haozhou; Zheng, Bolong; Zhou, Xiaofang
CrowdPlanner: A Crowd-based Route Recommendation System
2014 IEEE 30th International Conference on Data Engineering (ICDE 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 1144-1155
Su, Han; Zheng, Kai; Huang, Jiamin; Jeung, Hoyoung; Chen, Lei; Zhou, Xiaofang
Efficient aggregate farthest neighbour query processing on road networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8506 LNCS, 2014, p. 13-25
Wang, Haozhou; Zheng, Kai; Su, Han; Wang, Jiping; Sadiq, Shazia; Zhou, Xiaofang
Efficient retrieval of top-K most similar users from travel smart card data
Proceedings - IEEE International Conference on Mobile Data Management, v. 1, October 2014, article number 6916929, p. 259-268
Zheng, Bolong; Zheng, Kai; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia
EISA: An efficient information theoretical approach to value segmentation in large databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709 LNCS, 2014, p. 224-235
Wang, Weiqing; Sadiq, Shazia; Zhou, Xiaofang
Exploring Social Influence on Location-Based Social Networks
Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2015, January 2014, article number 7023444, p. 1043-1048
Wen, Yu-Ting; Lei, Po-Ruey; Peng, Wen-Chih; Zhou, Xiaofang
Location oriented phrase detection in microblogs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 495-509
Hosseini, Saeid; Unankard, Sayan; Zhou, Xiaofang; Sadiq, Shazia
ORange: Objective-Aware Range Query Refinement
Proceedings - IEEE International Conference on Mobile Data Management, v. 1, October 2014, article number 6916939, p. 333-336
Albarrak, Abdullah; Noboa, Tatiana; Khan, Hina A.; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia
Overcoming Semantic drift in information extraction
Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings / Editors Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos Garofalakis, Stratos Idreos, Vincent Leroy. University of Konstanz, Germany : OpenProceedings.org, 2014, p. 169-180
Li, Zhixu; Li, Haixun; Wang, Haixun; Yang, Yi; Zhang, Xiangliang; Zhou, Xiaofang
Ranking based activity trajectory search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8786, 2014, p. 170-185
Chen, Wei; Zhao, Lei; Jiajie, Xu; Zheng, Kai; Zhou, Xiaofang
Rating propagation in web services reputation systems: A fast shapley value approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 466-480
Liu, An; Li, Qing; Zhou, Xiaofang; Li, Lu; Liu, Guanfeng; Gao, Yunjun
SAQR: An efficient scheme for similarity-aware query refinement
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 110-125
Albarrak, Abdullah; Sharaf, Mohamed A.; Zhou, Xiaofang
SharkDB: An in-memory column-oriented trajectory storage
CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management / Association for Computing Machinery. New Your, USA : Association for Computing Machinery, 2014, p. 1409-1418
Wang, Haozhou; Zheng, Kai; Xu, Jiajie; Zheng, Bolong; Zhou, Xiaofang; Sadiq, Shazia


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Article 5

AML: Efficient approximate membership localization within a web-based join framework
IEEE Transactions on Knowledge and Data Engineering, v. 25, (2), February 2013, p. 298-310
Li, Zhixu; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong
Computing unrestricted synopses under maximum error bound
Algorithmica, v. 65, (1), January 2013, p. 1-42
Pang, Chaoyi; Zhang, Qing; Zhou, Xiaofang; Hansen, David; Wang, Sen; Maeder, Anthony
Data centric research at the University of Queensland
SIGMOD Record, v. 42, (3), October 2013, p. 63-68
Zhou, Xiaofang; Sadiq, Shazia
Discriminative nonnegative spectral clustering with out-of-sample extension
IEEE Transactions on Knowledge and Data Engineering, v. 25, (8), August 2013, p. 1760-1771
Yang, Yang; Yang, Yi; Shen, Heng Tao; Zhang, Yanchun; Du, Xiaoyong; Zhou, Xiaofang
Infrared patch-image model for small target detection in a single image
IEEE Transactions on Image Processing, v. 22, (12), 2013, article number 6595533, p. 4996-5009
Gao, Chenqiang; Meng, Deyu; Yang, Yi; Wang, Yongtao; Zhou, Xiaofang; Hauptmann, Alexander G.

Conference paper 9

Adaptive query scheduling in key-value data stores
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7825 LNCS, (Pt. 1), 2013, p. 86-100
Xu, Chen; Sharaf, Mohamed A.; Zhou, Minqi; Zhou, Aoying; Zhou, Xiaofang
An Effectiveness Study on Trajectory Similarity Measures
Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 13-22
Wang, Haozhou; Su, Han; Zheng, Kai; Sadiq, Shazia; Zhou, Xiaofang
Calibrating trajectory data for similarity-based analysis
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2013, June 2013, p. 833-844
Su, Han; Zheng, Kai; Wang, Haozhou; Huang, Jiamin; Zhou, Xiaofang
Co-regularized ensemble for feature selection
IJCAI International Joint Conference on Artificial Intelligence, v. 2013, August 2013, p. 1380-1386
Han, Yahong; Yang, Yi; Zhou, Xiaofang
Exploiting a proximity-based positional model to improve the quality of information extraction by text segmentation
Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 23-32
Huynh, D.T.; Zhou, Xiaofang
Exploiting structural similarity for automatic information extraction from lists
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 202-215
Huynh, Dat T.; Xu, Jiajie; Sadiq, Shazia; Zhou, Xiaofang
Identifying Users’ Topical Tasks in Web Search
Proceedings of the sixth ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 93-102
Hua, Wen; Song, Yangqiu; Wang, Haixun; Zhou, Xiaofang
QoS-aware cloud service composition using time series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8274 LNCS, 2013, p. 9-22
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang
Spatio-temporal event modeling and ranking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 367-374
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang


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Article 12

Approximating query answering on RDF databases
World Wide Web, v. 15, (1), January 2012, p. 89-114
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang
Discovering the most influential sites over uncertain data: A rank-based approach
IEEE Transactions on Knowledge and Data Engineering, v. 24, (12), December 2012, article number 5871623, p. 2156-2169
Zheng, Kai; Huang, Zi; Zhou, Aoying; Zhou, Xiaofang
Efficient subsequence matching over large video databases
The VLDB Journal, v. 21, (4), August 2012, p. 489-508
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman
Finding alternative shortest paths in spatial networks
ACM Transactions on Database Systems, v. 37, (4), December 2012, article number 29
Xie, Kexin; Deng, Ke; Shang, Shuo; Zhou, Xiaofang; Zheng, Kai
Finding superior skyline points for multidimensional recommendation applications
World Wide Web, v. 15, (1), January 2012, p. 33-60
Yang, Jing; Fung, Gabriel Pui Cheong; Lu, Wei; Zhou, Xiaofang; Chen, Hong; Du, Xiaoyong
Information Extraction From Microblogs: A Survey
International Journal of Software and Informatics, v. 6, (4), 2012, p. 495-522
Hua, Wen; Huynh, Dat T.; Hosseini, Saeid; Lu, Jiaheng; Zhou, Xiaofang
On group nearest group query processing
IEEE Transactions on Knowledge and Data Engineering, v. 24, (2), February 2012, article number 5645619, p. 295-308
Deng, Ke; Sadiq, Shazia; Zhou, Xiaofang; Xu, Hu; Fung, Gabriel Pui Cheong; Lu, Yansheng
PNN query processing on compressed trajectories
GeoInformatica, v. 16, (3), July 2012, p. 467-496
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zheng, Kai; Zhou, Xiaofang
Quick identification of near-duplicate video sequences with cut signature
World Wide Web, v. 15, (3), May 2012, p. 355-382
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi
Spatial query processing for fuzzy objects
VLDB Journal, v. 21, (5), October 2012, p. 729-751
Zheng, Kai; Zhou, Xiaofang; Fung, Pui Cheong; Xie, Kexin
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval
IEEE Transactions on Multimedia, v. 14, (4), August 2012, p. 1220-1233
Zhou, Xiangmin; Chen, Lei; Zhou, Xiaofang
从数据管理视角看大数据挑战
中国计算机学会通讯=Communications of Chinese Computer Federation, v. 8, (9), 2012, p. 16-20
周晓方; 陆嘉恒; 李翠平; 杜小勇

Conference paper 10

Effective data density estimation in ring-based P2P networks
Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228117, p. 594-605
Zhou, Minqi; Shen, Heng Tao; Zhou, Xiaofang; Qian, Weining; Zhou, Aoying
Efficient buffer management for piecewise linear representation of multiple data streams
ACM International Conference Proceeding Series, 2012, p. 2114-2118
Xie, Qing; Zhu, Jia; Sharaf, Mohamed A.; Zhou, Xiaofang; Pang, Chaoyi
Efficient provenance storage for relational queries
ACM International Conference Proceeding Series, 2012, p. 1352-1361
Bao, Zhifeng; K?hler, Henning; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia
Finding the silver lining for data freshness on the cloud
CloudDB '12: Proceedings of the fourth international workshop on Cloud data management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 49-50
Sharaf, Mohamed A.; Xu, Chen; Zhou, Xiaofang
I/O cost minimization: Reachability queries processing over massive graphs
ACM International Conference Proceeding Series, 2012, p. 468-479
Zhang, Zhiwei; Yu, Jeffrey Xu; Qin, Lu; Zhu, Qing; Zhou, Xiaofang
QoS-aware cloud service composition based on economic models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7636 LNCS, 2012, p. 111-126
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang
Reducing uncertainty of low-sampling-rate trajectories
Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228163, p. 1144-1155
Zheng, Kai; Zheng, Yu; Xie, Xing; Zhou, Xiaofang
Unsupervised feature selection using nonnegative spectral analysis
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8289, p. 1026-1032
Li, Zechao; Yang, Yi; Liu, Jing; Zhou, Xiaofang; Lu, Hanqing
WebPut: Efficient web-based data imputation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7651 LNCS, 2012, p. 243-256
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang
XML query processing using views
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7142 LNCS, 2012, p. 136-139
Yao, Caiyun; Lu, Jiaheng; Wang, Wei; Zhou, Xiaofang


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Article 6

Approximate entity extraction in temporal databases
World Wide Web, v. 14, (2), March 2011, p. 157-186
Lu, Wei; Fung, Gabriel Pui Cheong; Du, Xiaoyong; Zhou, Xiaofang; Chen, Lijiang; Deng, Ke
Exploring distributional discrepancy for multidimensional point set retrieval
IEEE Transactions on Multimedia, v. 13, (1), February 2011, article number 5597949, p. 71-81
Shao, Jie; Shen, Heng Tao; Huang, Zi; Zhou, Xiaofang
Flexible Provenance Tracing
International Journal of Systems and Service-Oriented Engineering, v. 2, (2), 2011, article number 1
Wang, Liwei; Koehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia
Mining multi-tag association for image tagging
World Wide Web, v. 14, (2), March 2011, p. 133-156
Yang, Yang; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
Providing built-in keyword search capabilities in RDBMS
VLDB Journal, v. 20, (1), February 2011, p. 1-19
Li, Guoliang; Feng, Jianhua; Zhou, Xiaofang; Wang, Jianyong
SPARK2: Top-k keyword query in relational databases
IEEE Transactions on Knowledge and Data Engineering, v. 23, (12), 2011, article number 5728809, p. 1763-1780
Luo, Yi; Wang, Wei; Lin, Xuemin; Zhou, Xiaofang; Wang, Jianmin; Li, Keqiu

Book chapter 1

Trajectory Indexing and Retrieval
Computing with Spatial Trajectories / Yu Zheng, Xiaofang Zhou (eds.). New York : Springer, 2011, p. 35-60, Ch. 2
Deng, Ke; Xie, Kexin; Zheng, Kevin; Zhou, Xiaofang

Conference paper 18

Continuously monitoring the correlations of massive discrete streams
CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1571-1575
Chen, Yueguo; Wang, Wei; Du, Xiaoyong; Zhou, Xiaofang
Discovering popular routes from trajectories
Proceedings - International Conference on Data Engineering, v. 2011, April 2011, article number 5767890, p. 900-911
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang
Effective data co-reduction for multimedia similarity search
SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1021-1032
Huang, Zi; Shen, Heng Tao; Liu, Jiajun; Zhou, Xiaofang
Efficient histogram-based similarity search in ultra-high dimensional space
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 1-15
Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
Efficient parallel skyline processing using hyperplane projections
SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 85-96
K?hler, Henning; Yang, Jing; Zhou, Xiaofang
Enhance web pages genre identification using neighboring pages
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6997 LNCS, 2011, p. 282-289
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel
Finding the most accessible locations: Reverse path nearest neighbor query in road networks
GIS '11: Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 181-190
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zhou, Xiaofang
Genetic algorithm based QoS-aware service compositions in cloud computing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 321-334
Ye, Zhen; Zhou, Xiaofang; Bouguettaya, Athman
?2,1-Norm regularized discriminative feature selection for unsupervised learning
IJCAI International Joint Conference on Artificial Intelligence, v. 2011, July 2011, p. 1589-1594
Yang, Yi; Shen, Heng Tao; Ma, Zhigang; Huang, Zi; Zhou, Xiaofang
Learning-based relevance feedback for web-based relation completion
CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1535-1540
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang
Nonnegative spectral clustering with discriminative regularization
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7922, p. 555-560
Yang, Yi; Shen, Heng Tao; Nie, Feiping; Ji, Rongrong; Zhou, Xiaofang
PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints
Conferences in Research and Practice in Information Technology Series, v. 115, 2011, p. 103-112
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang
Probabilistic range queries for Uncertain Trajectories on road networks
ACM International Conference Proceeding Series, March 2011, p. 283-294
Zheng, Kai; Trajcevski, Goce; Zhou, Xiaofang; Scheuermann, P.
Providing flexible tradeoff for provenance tracking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6724 LNCS, 2011, p. 226-240
Wang, Liwei; K?ehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia
Scheduling with freshness and performance guarantees for web: Applications in the cloud
Conferences in Research and Practice in Information Technology Series, v. 1115, 2011, p. 133-142
Zhu, Yingying; Sharaf, Mohamed A.; Zhou, Xiaofang
Searching Time Series Using Textual Approximation
3rd International Conference on Emerging Databases (EDB 2011), Incheon, Korea, 25-27 August 2011
Kawagoe, Kyoji; Abdulla-Al-Maruf; Deng, Ke; Zhou, Xiaofang
Storage and use of provenance information for relational database queries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 429-433
Bao, Zhifeng; Koehler, Henning; Zhou, Xiaofang; Wang Ling, Tok
Structure tensor series-based matching for near-duplicate video retrieval
MM '11: Proceedings of the 19th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1057-1060
Zhou, Xiangming; Chen, Lei; Zhou, Xiaofang


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Article 5

Adaptive Subspace Symbolization for Content-Based Video Detection
IEEE transactions on knowledge and data engineering, v. 22, (10), October 2010, p. 1372-1387
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Shu, Yanfeng; Bouguettaya, Athman; Taylor, John A.
Duplicate-insensitive order statistics computation over data streams
IEEE Transactions on Knowledge and Data Engineering, v. 22, (4), April 2010, article number 4799782, p. 493-507
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu
Mining near-duplicate graph for cluster-based reranking of web video search results
ACM Transactions on Information Systems, v. 28, (4), November 2010, article number 22
Huang, Zi; Hu, Bo; Cheng, Hong; Shen, Heng Tao; Liu, Hongyan; Zhou, Xiaofang
Path prediction and predictive range querying in road network databases
VLDB Journal, v. 19, (4), May 2010, p. 585-602
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.
Practical online near-duplicate subsequence detection for continuous video streams
IEEE Transactions on Multimedia, v. 12, (5), August 2010, article number 5466199, p. 386-398
Huang, Zi; Shen, Heng Tao; Shao, Jie; Cui, Bin; Zhou, Xiaofang

Conference paper 12

Active duplicate detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5981 LNCS, (Pt. 1), 2010, p. 565-579
Deng, Ke; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia; Fung, Gabriel Pui Cheong
Anddy: A system for author name disambiguation in digital library
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 444-447
Zhu, Jia; Fung, Gabriel Pui Cheong; Zhou, Xiaofang
Approximate Membership Localization (AML) for web-based join
CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1321-1324
Li, Zhixi; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong
Efficient and continuous near-duplicate video detection
Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 260-266, Article number 5474129
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi
Efficient common items extraction from multiple sorted lists
Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 219-225, Article number 5474132
Lu, Wei; Rong, Chuitian; Chen, Jinchuan; Du, Xiaoyong; Fung, Gabriel Pui Cheong; Zhou, Xiaofang
Efficient web pages identification for entity resolution
WWW '10: Proceedings of the 19th international conference on World wide web / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1223-1224
Zhu, Jia; Fung, Gabriel; Zhou, Xiaofang
Extract interesting skyline points in high dimension
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 94-108
Fung, Gabriel Pui Cheong; Lu, Wei; Yang, Jing; Du, Xiaoyong; Zhou, Xiaofang
Group visible nearest neighbor queries in spatial databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6184 LNCS, 2010, p. 333-344
Xu, Hu; Li, Zhicheng; Lu, Yansheng; Deng, Ke; Zhou, Xiaofang
K-nearest neighbor search for fuzzy objects
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 699-710
Zheng, Kai; Fung, Pui Cheong; Zhou, Xiaofang
Sampling dirty data for matching attributes
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 63-74
K?hler, Henning; Zhou, Xiaofang; Sadiq, Sadiq; Shu, Yanfeng; Taylor, Kerry
Searching trajectories by locations: An efficiency study
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 255-266
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Zheng, Yu; Xie, Xing
Transitivity-preserving skylines for partially ordered domains
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 109-115
K?hler, Henning; Zheng, Kai; Yang, Jing; Zhou, Xiaofang


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Article 9

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points
IEEE Transactions on Multimedia, v. 11, (5), August 2009, p. 879-891
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman; Xiao, Nong; Taylor, John A.
Bounded coordinate system indexing for real-time video clip search
ACM Transactions on Information Systems, v. 27, (3), May 2009, article number 17
Huang, Zi; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang; Cui, Bin
Effective and efficient query processing for video subsequence identification
IEEE Transactions on Knowledge and Data Engineering, v. 21, (3), March 2009, p. 321-334
Shen, Heng Tao; Shao, Jie; Huang, Zi; Zhou, Xiaofang
Hybrid information retrieval policies based on cooperative cache in mobile P2P networks
Frontiers of Computer Science in China, v. 3, (3), August 2009, p. 381-395
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei
Instance optimal query processing in spatial networks
VLDB Journal, v. 18, (3), June 2009, p. 675-693
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Sadiq, Sadiq; Li, Xue
MOIR/MT: monitoring large-scale road network traffic in real-time
Proceedings of the VLDB Endowment, v. 2, (2), August 2009, p. 1538-1541
Liu, Kuien; Deng, Ke; Ding, Zhiming; Li, Mingshu; Zhou, Xiaofang
Speed up interactive image retrieval
VLDB Journal, v. 18, (1), January 2009, p. 329-343
Shen, Heng Tao; Jiang, Shouxu; Tan, Kian-Lee; Huang, Zi; Zhou, Xiaofang
Using local popularity of web resources for geo-ranking of search engine results
World Wide Web, v. 12, (2), March 2009, p. 149-170
Asadi, Saeid; Zhou, Xiaofang; Yang, Guowei
数据质量
中国计算机协会通讯=Communications of Chinese Computer Federation, v. 5, (2), 2009, p. 49-51
周晓方

Conference paper 13

A subspace symbolization approach to content-based video search
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812498, p. 1191-1194
Zhou, Xiangmin; Zhou, Xiaofang; Bouguettaya, Athman; Taylor, John A.
A term-based driven clustering approach for name disambiguation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 320-331
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Pui Cheong
Data quality aware queries in collaborative information systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 39-50
Yeganeh, N.K.; Sadiq, S.; Deng, K.; Zhou, Xiaofang
Efficient information retrieval in mobile peer-to-peer networks
CIKM '09: Proceedings of the 18th ACM conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 967-976
Chen, Lijiang; Cui, Bin; Shen, Heng Tao; Lu, Wei; Zhou, Xiaofang
From trajectories to activities: A spatio-temporal join approach
LBSN '09: Proceedings of the 2009 International Workshop on Location Based Social Networks / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 25-32
Xie, Kexin; Deng, Ke; Zhou, Xiaofang
High-dimensional indexing with oriented cluster representation for multimedia databases
2009 IEEE International Conference on Multimedia and Expo, ICME 2009 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2009, p. 1628-1631
Shen, Heng Tao; Huang, Zi; Cao, Jinli; Zhou, Xiaofang
Hybrid retrieval mechanisms in vehicle-based P2P networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5544 LNCS, (Pt. 1), 2009, p. 303-314
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei
Instant advertising in mobile peer-to-peer networks
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812450, p. 736-747
Chen, Zaiben; Shen, Heng Tao; Xu, Quanqing; Zhou, Xiaofang
Interactive near-duplicate video retrieval and detection
MM '09: Proceedings of the 17th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 1001-1002
Cheng, Ran; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
IRank: A term-based innovation ranking system for conferences and scholars
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 126-137
Li, Zhixu; Du, Xiaoyong; Liu, Hongyan; He, Jun; Zhou, Xiaofang
Monitoring path nearest neighbor in road networks
SIGMOD '09: Proceedings of the 2009 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 591-602
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Yu, Jeffrey Xu
Online near-duplicate video clip detection and retrieval: An accurate and fast system
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812560, p. 1511-1514
Huang, Zi; Wang, Liping; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang
Progressive keyword search in relational databases
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812496, p. 1183-1186
Li, Guoliang; Zhou, Xiaofang; Feng, Jianhua; Wang, Jianyong


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Article 5

A multi-resolution surface distance model for k-NN query processing
VLDB Journal, v. 17, (5), August 2008, p. 1101-1119
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Liu, Qing; Xu, Kai; Lin, Xuemin
Batch nearest neighbor search for video retrieval
IEEE Transactions on Multimedia, v. 10, (3), April 2008, article number 4456694, p. 409-420
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Lim, Ee-Peng; Li, Yijun
Challenges and techniques for effective and efficient similarity search in large video databases
Proceedings of the VLDB Endowment, v. 1, (2), August 2008, p. 1598-1603
Shao, Jie; Shen, Heng Tao; Zhou, Xiaofang
Discovery of convoys in trajectory databases
Proceedings of the VLDB Endowment, v. 1, (1), August 2008, p. 1068-1080
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.; Shen, Heng Tao
Localized co-occurrence model for fast approximate search in 3D structure databases
IEEE Transactions on Knowledge and Data Engineering, v. 20, (4), April 2008, article number 4407704, p. 519-531
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang

Conference paper 12

A hybrid prediction model for moving objects
Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497415, p. 70-79
Jeung, Hoyoung; Liu, Qing; Shen, Heng Tao; Zhou, Xiaofang
Achieving effective multi-term queries for fast DHT information retrieval
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 20-35
Xu, Quanqing; Shen, Heng Tao; Dai, Yafei; Cui, Bin; Zhou, Xiaofang
Computing relaxed answers on RDF databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 163-175
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang
Content-based video search: Is there a need, and is it possible?
Proceedings - 2008 International Workshop on Information-Explosion and Next Generation Search, INGS 2008 / IEEE. Piscataway, NJ : IEEE, 2008, p. 12-19, Article number 4627227
Huang, Zi; Li, Yijun; Shao, Jie; Shen, Heng Tao; Wang, Liping; Zhang, Danqing; Zhou, Xiangmin; Zhou, Xiaofang
Convoy queries in spatio-temporal databases
Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497588, p. 1457-1459
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang
Data Quality in Web Information Systems
Lecture Notes in Computer Science, v. 5175, 2008, p. 1
Zhou, Xiaofang; Sadiq, Shazia; Deng, Ke
Distribution-based similarity measures for multi-dimensional point set retrieval applications
MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 429-438
Shao, Jie; Huang, Zi; Shen, Heng Tao; Shen, Jialie; Zhou, Xiaofang
Locality condensation: A new dimensionality reduction method for image retrieval
MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 219-228
Huang, Zi; Shen Tao, H.; Shao, Jie; Rüger, Stefan; Zhou, Xiaofang
Location update strategies for network-constrained moving objects
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4947 LNCS, 2008, p. 644-652
Ding, Zhiming; Zhou, Xiaofang
MOIR: A prototype for managing moving objects in road networks
Proceedings - IEEE International Conference on Mobile Data Management, v. 2008, April 2008, article number 4511458, p. 219-220
Ding, Zhiming; Guo, Limin; Liu, Kuien; Wu, Hu; Zhou, Xiaofang
Pattern-based extraction of addresses from web page content
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 407-418
Asadi, Saeid; Yang, Guowei; Zhou, Xiaofang; Shi, Yuan; Zhai, Boxuan; Jiang, Wendy Wen-Rong
Research and practice in data quality
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 41-42
Sadiq, Shazia; Zhou, Xiaofang; Deng, Ke


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Article 2

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing
VLDB Journal, v. 16, (2), April 2007, p. 219-234
Shen, Heng Tao; Zhou, Xiaofang; Zhou, Aoying
Capture local information in shape representation
Multimedia Tools and Applications, v. 33, (2), May 2007, p. 157-174
Shen, Heng Tao; Zhou, Xiaofang

Conference paper 15

A new similarity measure for near duplicate video clip detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4505 LNCS, 2007, p. 176-187
Zhou, Xiangmin; Zhou, Xiaofang; Shen, Heng Tao
An adaptive and efficient unsupervised shot clustering algorithm for sports video
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4443 LNCS, 2007, p. 127-139
Liao, Jia; Wang, Guoren; Zhang, Bo; Zhou, Xiaofang; Yu, Ge
Data quality - The key success factor for data driven engineering
IFIP International Conference on Network and Parallel Computing Workshops, NPC 2007 / Editors Keqiu Li, Yang Xiang, Hai Jin, Wenyu Qu, Zhiying Cao. Los Alamitos : IEEE, 2007, p. 48-53
Sadiq, Shazia; Zhou, Xiaofang; Orlowska, Maria
Dimensionality reduction for dimension-specific search
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 849-850
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Song, Dawei; Rüger, Stefan
Dual dimensionality reduction for efficient video similarity search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 397-406
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie
Dynamic batch nearest neighbor search in video retrieval
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1395-1399, Article number 4221810
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Li, Yijun
Efficient similarity search by summarization in large video database
Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 161-167
Zhou, Xiaofang; Shen, Heng Tao
Mining trajectory patterns using hidden Markov models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 470-480
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang
Multi-source skyline query processing in road networks
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 796-805, Article number 4221728
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao
Selectivity estimation by batch-query based histogram and parametric method
Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 93-102
Luo, Jizhou; Zhou, Xiaofang; Zhang, Yu; Shen, Heng Tao; Li, Jianzhong
Spark: Top-k keyword query in relational databases
SIGMOD '07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 115-126
Luo, Yi; Lin, Xuemin; Wang, Wei; Zhou, Xiaofang
Statistical summarization of content features for fast near-duplicate video detection
MM '07: Proceedings of the 15th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 164-165
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie
Summarizing order statistics over data streams with duplicates
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1329-1333, Article number 4221794
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu
The University of Queensland at TRECVID 2007 search task
TREC Video Retrieval Evaluation, TRECVID 2007, Gaithersburg, MD; United States, 5-6 November 2007
Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie; Huang, Zi
UQLIPS: A real-time near-duplicate video clip detection system
VLDB '07: Proceedings of the 33rd international conference on Very large data bases / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 1374-1377
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie; Zhou, Xiangmin


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Article 5

A multiresolution terrain model for efficient visualization query processing
IEEE Transactions on Knowledge and Data Engineering, v. 18, (10), October 2006, article number 1683773, p. 1382-1396
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin; Shen, Heng Tao; Deng, Ke
Approximate processing of massive continuous quantile queries over high-speed data streams
IEEE Transactions on Knowledge and Data Engineering, v. 18, (5), May 2006, p. 683-698
Lin, Xuemin; Xu, Jian; Zhang, Qing; Lu, Hongjun; Yu, Jeffrey Xu; Zhou, Xiaofang; Yuan, Yidong
ICICLE: A semantic-based retrieval system for WWW images
Multimedia Systems, v. 11, (5), June 2006, p. 438-454
Shen, Heng Tao; Tan, Kian-Lee; Zhou, Xiaofang; Cui, Bin
Indexing and integrating multiple features for WWW images
World Wide Web, v. 9, (3), October 2006, p. 343-364
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin
Summarizing level-two topological relations in large spatial datasets
ACM Transactions on Database Systems, v. 31, (2), June 2006, p. 584-630
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang; Lu, Hongjun

Conference paper 7

3D protein structure matching by patch signatures
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4080 LNCS, 2006, p. 528-537
Huang, Zi; Zhou, Xiaofang; Shen, Heng Tao; Song, Dawei
A grid-enabled architecture for geospatial data sharing
Proceedings of 2006 IEEE Asia-Pacific Conference on Services Computing, APSCC 2006 / IEEE. Los Alamitos : IEEE, 2006, p. 396-375, Article number 4041260
Shu, Yanfeng; Zhang, Jack Fan; Zhou, Xiaofang
Calculation of target locations for Web resources
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4255 LNCS, 2006, p. 277-288
Asadi, Saeid; Xu, Jiajie; Shi, Yuan; Diederich, Joachim; Zhou, Xiaofang
Dimensionality reduction in patch-signature based protein structure matching
Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 89-97
Huang, Zi; Zhou, Xiaofang; Song, Dawei; Bruza, Peter
Discovering task-oriented usage pattern for web recommendation
Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 167-174
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang
Surface k-NN query processing
Proceedings of 22nd International Conference on Data Engineering, ICDE '06 / IEEE. Piscataway, NJ : IEEE, 2006, p. 78
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Xu, Kai; Lin, Xuemin
Web-based system for electronic navigational charts using GML and SVG
Proceedings: 5th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) In conjunction with 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, Software Architecture and Reuse (COMSAR 2006) / IEEE. Los Alamitos : IEEE, 2006, p. 485-490, Article number 1652037
Kam, Seung Chul; Lee, Seong Dae; Park, Hyu Chan; Zhou, Xiaofang


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Conference paper 18

A latent usage approach for clustering web transaction and building user profile
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3584 LNAI, 2005, p. 31-42
Zhang, Yanchun; Xu, Guandong; Zhou, Xiaofang
A new indexing method for high dimensional dataset
Lecture Notes in Computer Science, v. 3453, 2005, p. 385-397
An, Jiyuan; Chen, Yi-Ping Phoebe; Xu, Qinying; Zhou, Xiaofang
A Web recommendation technique based on probabilistic latent semantic analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3806 LNCS, 2005, p. 15-28
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang
BM+-tree: A hyperplane-based index method for high-dimensional metric spaces
Lecture Notes in Computer Science, v. 3453, 2005, p. 398-409
Zhou, Xiangmin; Wang, Guoren; Zhou, Xiaofang; Yu, Ge
Discovering user access pattern based on probabilistic latent factor model
Conferences in Research and Practice in Information Technology Series, v. 39, 2005, p. 27-35
Xu, Guandong; Zhang, Yanchun; Ma, Jiangang; Zhou, Xiaofang
Expansion-based algorithms for finding single pair shortest path on surface
Lecture Notes in Computer Science, v. 3428, 2005, p. 151-166
Deng, Ke; Zhou, Xiaofang
Filtering duplicate items over distributed data streams
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 779-784
Xia, Tian; Jin, Cheqing; Zhou, Xiaofang; Zhou, Aoying
High dimensional indexing for protein structure matching using bowties
Series on Advances in Bioinformatics and Computational Biology, v. 1, 2005, p. 21-30
Huang, Zi H.; Zhou, Xiaofang; Song, Dawei
Indexing text and visual features for WWW images
Lecture Notes in Computer Science, v. 3399, 2005, p. 885-899
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin
Matching commercial clips from TV streams using a unique, robust and compact signature
Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 266-272, Article number 1578137
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang
Multiresolution query optimization in an online environment
Lecture Notes in Computer Science, v. 3399, 2005, p. 730-741
Xu, Kai; Zhou, Xiaofang
Searching the world wide web for local services and facilities: A review on the patterns of location-based queries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 91-101
Asadi, Saeid; Chang, Chung-Yi; Zhou, Xiaofang; Diederich, Joachim
Semantic caching for multiresolution spatial query processing in mobile environments
Lecture Notes in Computer Science, v. 3633, 2005, p. 382-399
Sun, Sai; Zhou, Xiaofang; Shen, Heng Tao
Semantic caching for web-based spatial applications
Lecture Notes in Computer Science, v. 3399, 2005, p. 783-794
Sun, Sai; Zhou, Xiaofang
Towards effective indexing for very large video sequence database
SIGMOD '05: Proceedings of the 2005 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2005, p. 730-741
Shen, Heng Tao; Ooi, Beng Chin; Zhou, Xiaofang
Towards user profiling for web recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3809 LNAI, 2005, p. 415-424
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang
Using probabilistic latent semantic analysis for web page grouping
Proceedings of the IEEE International Workshop on Research Issues in Data Engineering, v, 2005, April 2005, p. 29-36
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang
Video matching using binary signature
Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 317-320, Article number 1595410
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang


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Conference paper 8

A Scaleless Data Model for Direct and Progressive Spatial Query Processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3289, 2004, p. 148-159
Sun, Sai; Prasher, Sham; Zhou, Xiaofang
Automatic texture segmentation for texture-based image retrieval
10th International Multimedia Modelling Conference, 2004 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2004, p. 285-290
Liu, Ying; Zhou, Xiaofang
Computational Archaeology
The 4th Workshop on Advanced Collaborative Environments. WACE 2004, Nice, France, 23 September 2004
Bordes, Nicole; Pailthorpe, Bernard; Hall, Jay; Loy, Tom; Williams, Michael; Ulm, Sean; Zhou, Xiaofang; Fletcher, R
Direct mesh: A multiresolution approach to terrain visualization
Proceedings of 20th International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2004, p. 766-776
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin
Extracting texture features from arbitrary-shaped regions for image retrieval
IEEE International Conference on Multimedia and Expo (ICME), v. 3, 2004, p. 1891-1894
Liu, Ying; Zhou, Xiaofang; Ma, Wei-Ying
Multiresolution Amalgamation: Dynamic Spatial Data Cube Generation
Database Technologies 2004: Proceedings of the 15th Australasian Database Conference (ADC 2004) / The Australian Computer Society. Sydney, Australia : The Australian Computer Society, 2004, p. 103-111
Prasher, Sham; Zhou, Xiaofang
Multiresolution spatial databases: Making web-based spatial applications faster
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3007, 2004, p. 36-47
Zhou, Xiaofang; Prasher, Sham; Sun, Sai; Xu, Kai
Space efficient quantile summary for constrained sliding windows on a data stream
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3129, 2004, p. 34-44
Xu, Jian; Lin, Xuemin; Zhou, Xiaofang


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Article 2

Confirmation: Increasing resource availability for transactional workflows
Information Sciences, v. 153, (SUPP), July 2003, p. 37-53
Liu, Chengfei; Lin, Xuemin; Orlowska, Maria; Zhou, Xiaofang
Dynamic multi-resolution spatial object derivation for mobile and WWW applications
World Wide Web, v. 6, (3), December 2003, p. 305-325
Prasher, Sham; Zhou, Xiaofang; Kitsuregawa, Masaru

Conference paper 4

Efficient update and retrieval of objects in a multiresolution geospatial database
Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM, v. 2003, January 2003, article number 1214980, p. 193-201
Prasher, Sham; Zhou, Xiaofang
Finding event-oriented patterns in long temporal sequences
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), v. 2637, 2003, p. 15-26
Sun, Xingzhi; Orlowska, Maria E.; Zhou, Xiaofang
Multiscale histograms: Summarizing topological relations in large spatial datasets
Proceedings of the 29th Annual International Conference on Very Large Data Bases / Johann-Christoph Freytag, Peter Lockemann, Serge Abitebou,l Michael Carey, Patricia Selinger, Andreas Heuer. Burlington, Massachusetts, USA : Morgan Kaufmann, 2003, p. 814-825
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang
Texture segmentation based on features in wavelet domain for image retrieval
Proceedings of SPIE - The International Society for Optical Engineering, v. 5150 III, 2003, p. 2026-2034
Liu, Ying; Wu, Si; Zhou, Xiaofang


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Article 2

Wavelet-based image segment representation
Electronics Letters, v. 38, (19), September 2002, p. 1091-1092
Ying, Liu; Ranganath, S.; Zhou, Xiaofang
空間信息檢索及其數據庫概化技術
軟件學報=Journal of Software, v. 13, (8), 2002, p. 1534-1539
陸桑璐; 周曉方; 陳貴海; 謝立

Conference paper 3

Comparison of wavelet and cosine basis for representation of arbitrarily shaped image segments
Proceeding of the International Conference on Telecommunications, v. 1, 2002, p. 441-445
Liu, Y.; Ranganath, S.; Zhou, Xiaofang
Database support for spatial generalisation for WWW and mobile applications
WISE 2002 - Proceedings of the 3rd International Conference on Web Information Systems Engineering / IEEE. Piscataway, NJ : IEEE, 2002, p. 239-246, Article number 1181660
Zhou, Xiaofang; Prasher, Sham; Kitsuregawa, Masaru
Secondary Storage Terrain Visualization in a Client-server Environment: A Survey
Proceedings of the IASTED International Conference: Networks, Parallel and Distributed Processing, and Applications, v. 1, 2002, p. 206-210
Xu, Kai; Zhou, Xiaofang


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Conference paper 3

Efficiently computing weighted proximity relationships in spatial databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 2118, 2001, p. 279-290
Lin, Xuemin; Zhou, Xiaomei; Liu, Chengfei; Zhou, Xiaofang
Improving backward recovery in workflow systems
Proceedings - 7th International Conference on Database Systems for Advanced Applications, DASFAA 2001 / IEEE. Piscataway, NJ : IEEE, 2001, p. 276-283, Article number 916388
Liu, Chengfei; Orlowska, Maria; Lin, Xuemin; Zhou, Xiaofang
Using visual spatial search interface for WWW applications
Information Systems, v. 26, (2), April 2001, p. 61-74
Zhou, Xiaofang; Yates, Joseph D.; Chen, Guihai


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Article 2

On incremental global update support in cooperative database systems
Informatica (Ljubljana), v. 24, (1), March 2000, p. 27-31
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin
Schedule of join operations to reduce I/O cost in spatial database systems
Data and Knowledge Engineering, v. 35, (3), December 2000, p. 299-317
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang

Conference paper 4

On spatial information retrieval and database generalization
Proceedings - 2000 Kyoto International Conference on Digital Libraries: Research and Practice, KyotoDL 2000 / IEEE. Piscataway, NJ : IEEE, 2000, p. 328-334, Article number 942191
Zhou, Xiaofang; Zhang, Yanchun; Lu, Sanglu; Chen, Guihai
Searching the Web using a map
Proceedings of the 1st International Conference on Web Information Systems Engineering, WISE / IEEE. Piscataway, NJ : IEEE, 2000, p. 222-229, Article number 882396
Yates, Joseph D.; Zhou, Xiaofang
Spatial query processing using generalized filter
International Journal of Cooperative Information Systems, v. 9, (1-2), March 2000, p. 77-91
Zhou, Xiaofang; Lin, X.; Liu, C.; Cao, J.
Spatiotemporal data modelling and management: A survey
Proceeding of 36th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS 36 / IEEE. Piscataway, NJ : IEEE, 200, p. 201-211
Wang, Xiaoyu; Zhou, Xiaofang; Lu, Sanglu


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Article 3

Caching strategies for spatial joins
GeoInformatica, v. 3, (1), 1999, p. 33-59
Abel, David J.; Gaede, Volker; Power, Robert A.; Zhou, Xiaofang
SMART: Towards spatial internet marketplaces
GeoInformatica, v. 3, (2), 1999, p. 141-164
Abel, David J.; Gaede, Volker J.; Taylor, Kerry L.; Zhou, Xiaofang
一個基于多服務員系統的Internet市場服務管理模型
计算机学报=Journal of Computers, v. 22, (4), April 1999, p. 424-430
周笑波; 謝立; 周曉方

Conference paper 9

A Spatial Database as a Component of Integrated Database System
Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 203-212
Orlowska, Maria E.; Zhou, Xiaofang
Building a Repository for Workflow Systems
Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 348-357
Liu, Chengfei; Lin, Xuemin; Zhou, Xiaofang; Orlowska, Maria
Confirmation: a solution for non-compensatability in workflow applications
Proceeding of 15th International Conference on Data Engineering, ICDE-99 / IEEE. Piscataway, NJ : IEEE, 1999, p. 102
Liu, Chengfei; Orlowska, Maria; Zhou, Xiaofang; Lin, Xuemin
Efficient polygon amalgamation methods for spatial OLAP and spatial data mining
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1651, 1999, p. 167-187
Zhou, Xiaofang; Truffet, David; Han, Jiawei
Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment
Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 440-447
Lin, Xuemin; Liu, Chengfei; Zhang, Yanchun; Zhou, Xiaofang
Generalization of Spatial Data for Web Presentation
2nd Asia Pacific Web Conference (APWeb 99), Hong Kong , 27-29 September 1999
Zhou, Xiaofang; Krumm-Heller, Alex; Gaede, Volker
Global Transaction Management in a Cooperative Database System
International Symposium on Database, Web and Cooperative Systems, DWACOS ’99, Baden-Baden, Germany, 3-4 August 1999
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin
Navigation of the Internet with Spatial Databases
Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 121-124
Yate, Joseph D.; Zhou, Xiaofang
On the Optimization of Complex Spatial Queries
Proceedings of the 2nd International Symposium on Cooperative Database Systems for Advanced Applications / Yanchun Zhang, Marek Rusinkiewicz, and Yahiko Kambayashi. Singapore : Springer, 1999, p. 251-262
Zhou, Xiaofang; Zhang, Yanchun; Liu, Chengfei; Lin, Xuemin


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Article 1

Data Partitioning for Parallel Spatial Join Processing
GeoInformatica, v. 2, (2), June 1998, p. 175-204
Zhou, Xiaofang; Abel, David J.; Truffet, David

Conference paper 2

Data Declustering and Cluster-Ordering Technique for Spatial Join Scheduling
Information Organization and Databases: Foundations of Data Organization / edited by Katsumi Tanaka, Shahram Ghandeharizadeh, Yahiko Kambayashi. New York : Springer Science+Business Media, 2000, p. 313-325, Book series: Kluwer international series in engineering and computer science, v. SECS 579
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang
Issues in Workflow and Web-Based Workflow Management
1st Asia Pacific Web Conference, APWeb98, Beijing, China, 27-30 September 1998
Liu, Chengfei; Zhou, Xiaofang; Orlowska, Maria E.


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Conference paper 3

A declustering algorithm for minimising spatial join cost
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1276, 1997, p. 363-372
Zhang, Yanchun; Xiao, Jitian; Zhou, Xiaofang
A Request Specification Language for Spatial Internet Marketplaces
International Conference on Interoperating Geographic Information Systems 1997, Santa Barbara, California, 3-4 December 1997
Gaede. Volker; Taylor, Kerry; Zhou, Xiaofang
Data partitioning for parallel spatial join processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1262 LNCS, 1997, p. 178-196
Zhou, Xiaofang; Abel, David J.; Truffet, David


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Article 1

Parallel transitive closure computation in relational databases
Information Sciences, v. 92, (1-4), July 1996, p. 109-135
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Marie E.

Conference paper 1

Efficient Matrix Based Transitive Closure Algorithms for Functional Dependency Graphs
7th Australasian Database Conference, ADC'96, Melbourne, Australia, 29-30 January 1996
Ewald, Catherine A.; Zhou, Xiaofang


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Conference paper 2

Handling data skew in parallel hash join computation using two-phase scheduling
Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 527-536
Zhou, Xiaofang; Orlowska, Maria E.
Using parallel semi-join reduction to minimize distributed query response time
Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 517-526
Lin, Xuemin; Orlowska, Maria E.; Zhou, Xiaofang


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Article 1

A new fragmentation scheme for recursive query processing
Data and Knowledge Engineering, v. 13, (2), September 1994, p. 177-192
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E.

Conference paper 3

Implementation and Evaluation of Join Algorithms on the Massively Parallel Computer MasPar MP-1
High Performance Computing Conference 1994, National University of Singapore, 29 September 1994
Zhou, Xiaofang; Orlowska, Maria E.
On Decomposition of Functional Dependency Manipulation for Parallel Execution
5th Australasian Database Conference, ADC 1994, Christchurch, New Zealand, 17-18 January 1994
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E.
The Virtual Database: a Tool for Migration from Legacy Land Information Systems
22nd Annual Conference of the Australasian Urban and Regional Information Systems Association, AURISA 1994, Sydney, Australia, 21-25 November 1994
Abel, David J.; Ooi, Beng Chin; Power, Robert; Williams, Graham; Tan, Kian Lee; Zhou, Xiaofang


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Conference paper 5

A Parallel Transitive Closure Algorithm for SIMD Meshes'
16th Australasian Computer Science Conference (ACSC 1993), Brisbane, Australia, February 1993
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E.
Dynamic approach for handling data skew problems in parallel hash join computation
Proceedings of the 10th IEEE Region Conference on Computer, Communication, Control and Power Engineering / IEEE. Piscataway, NJ : IEEE, 1993, p. 133-137
Zhou, Xiaofang; Orlowska, Maria E.
On Horizontal Fragmentation and Transitive Closure Computation
International Symposium on Next Generation Database Systems and Their Applications (NDA’93), Fukuoka, Japan, September 1993
Zhang, Yanchun; Zhou, Xiaofang; Orlowska, Maria E.
Parallel Naive and Semi-Naive Transitive Closures Evaluation
Proceedings of ICCI'93: 5th International Conference on Computing and Information / IEEE. Piscataway, NJ : IEEE, 1993, p. 497-501
Zhou, Xiaofang; Orlowska, Maria E.
Transitive Closure Evaluation of Database Relations on Massively Parallel Computer MasPar MP-1
5th Joint Symposium on Parallel Processing, Tokyo, Japan, 17-19 May 1993
Zhou, Xiaofang; Orlowska, Maria E.; Zhang, Yanchun


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Article 1

設計異構型分布式數據庫系統的幾個問題
软件学报=Journal of Software, v. 1, 1991, p. 42-51
金志權; 周曉方; 孫鐘秀


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Article 1

VNET:一個異構環境下的分布式程序開發工具
计算机工程与应用=Journal of Computer Engineering and Applications, v. Z1, 1990, p. 103-108
周曉方; 金志權


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Article 2

LSZ:一個異構型分布式數據庫系統
计算机研究与发展=Journal of Computer Research and Development, v. 10, 1989, p. 1-9
金志權; 柳誠飛; 孫鐘秀; 周曉方; 陳佩佩; 顧建明; 繩程弟
多項選擇和分布式排序
计算机学报=Chinese Journal of Computers, v. 4, 1989, p. 241-248
金志權; 周曉方; 孫鐘秀

Conference paper 1

LSZ2: an Extendible Distributed Database Management System
第一届国际青年计算机会议（ICYCS'89)=1st International Symposium for Young Computer Professionals, Beijing, August 1989
Jin, Zhiquan; Zhou, Xiaofang


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Article 1

一種分布式數據處理模型
电子学报=Acta Electronica Sinica, v. 2, 1988, p. 116-119
金志權; 周曉方; 孫鐘秀


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2016 24

A spatial-temporal topic model for the semantic annotation of PoIs in LBSns
ACM Transactions on Intelligent Systems and Technology, v. 8, (1), July 2016, article number 12
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Sadiq, Shazia; Luo, Bin Article
Access time oracle for planar graphs
IEEE Transactions on Knowledge and Data Engineering, v. 28, (8), August 2016, article number 7442555, p. 1959-1970
Deng, Ke; Li, Jianxin; Pang, Chaoyi; Li, Jiuyong; Zhou, Xiaofang Article
Adapting to user interest drift for poi recommendation
IEEE Transactions on Knowledge and Data Engineering, v. 28, (10), October 2016, article number 7491346, p. 2566-2581
Yin, Hongzhi; Zhou, Xiaofang; Cui, Bin; Wang, Hao; Zheng, Kai; Hung Nguyen, Quoc Viet Article
Compound rank-k projections for bilinear analysis
IEEE Transactions on Neural Networks and Learning Systems, v. 27, (7), July 2016, article number 7161356, p. 1502-1513
Chang, Xiaojun; Nie, Feiping; Wang, Sen; Yang, Yi; Zhou, Xiaofang; Zhang, Chengqi Article
Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations
IEEE Data Engineering Bulletin, v. 39, (2), June 2016, p. 21-37
Kohler, Henning; Link, Sebastian; Zhou, Xiaofang Article
Exploiting viral marketing for location promotion in location-based social networks
ACM Transactions on Knowledge Discovery from Data, v. 11, (2), November 2016, article number 25
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang Article
Joint modeling of user check-in behaviors for real-time point-of-interest recommendation
ACM Transactions on Information Systems, v. 35, (2), October 2016, article number 2873055
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang; Wang, Weiqing; Huang, Zi; Sadiq, Shazia Article
Landmark-Based Route Recommendation with Crowd Intelligence
Data Science and Engineering, v. 1, (2), June 2016, p. 86-100
Zheng, Bolong; Su, Han; Zheng, Kai; Zhou, Xiaofang Article
Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption
IEEE Transactions on Knowledge and Data Engineering, v. 28, (5), May 2016, article number 7378511, p. 1258-1271
Xie, Qing; Zhang, Xiangliang; Li, Zhixu; Zhou, Xiaofang Article
Possible and certain keys for SQL
VLDB Journal, v. 25, (4), August 2016, p. 571-596
K?hler, Henning; Leck, Uwe; Link, Sebastian; Zhou, Xiaofang Article
Quality-Aware Entity-Level Semantic Representations for Short Texts
IEEE Data Engineering Bulletin, v. 39, (2), June 2016, p. 93-105
Hua, Wen; Zheng, Kai; Zhou, Xiaofang Article
TOSI: A trust-oriented social influence evaluation method in contextual social networks
Neurocomputing, v. 210, October 2016, p. 130-140
Liu, Guanfeng; Zhu, Feng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang Article
WARD@TRECVID 2016: Surveillance Event Detection
TRECVID 2016, January 2016, article number tv16
Du, Xingzhong; Yang, Yi; Zhou, Xiaofang Article
Clue-based spatio-textual query
Proceedings of the VLDB Endowment, v. 10, (5), 2016, p. 529-540
Liu, Junling; Ge, Yu; Deng, Ke; Zhou, Xiaofang; Sun, Huiliang; Jensen, Christian S. Conference paper
Discovering interpretable geo-social communities for user behavior prediction
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 942-953, Article number 7498303
Yin, Hongzhi; Hu, Zhiting; Zhou, Xiaofang; Wang, Hao; Zheng, Kai; Hung Nguyen, Quoc Viet; Sadiq, Shazia Conference paper
Exploiting hierarchies for efficient detection of completeness in stream data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 419-431
Razniewski, Simon; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Finding least on-road travel time on road network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 137-149
Li, Lei; Zhou, Xiaofang; Zheng, Kevin Conference paper
Graph-Based Metric Embedding for Next POI Recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10042 LNCS, 2016, p. 207-222
Xie, Min; Yin, Hongzhi; Xu, Fanjiang; Wang, Hao; Zhou, Xiaofang Conference paper
Keyword-aware continuous kNN query on road networks
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 871-882, Article number 7498297
Zheng, Bolong; Zheng, Kai; Xiao, Xiaoku; Su, Han; Yin, Hongzhi; Zhou, Xiaofang; Li, Guohui Conference paper
SPORE: A sequential personalized spatial item recommender system
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 954-965, Article number 7498304
Wang, Weiqing; Yin, Hongzhi; Sadiq, Shazia; Chen, Ling; Xie, Min; Zhou, Xiaofang Conference paper
TRIP: An interactive retrieving-inferring data imputation approach
2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 / IEEE. Piscataway, NJ : IEEE, 2016, p. 1462-1463, Article number 7498375
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang Conference paper
Understanding information diffusion under interactions
IJCAI International Joint Conference on Artificial Intelligence, v. 2016, January 2016, p. 3875-3881
Su, Y.; Zhang, X.; Yu, P.S.; Hua, W.; Zhou, Xiaofang; Fang, B. Conference paper
Using detected visual objects to index video database
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 333-345
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang Conference paper
When peculiarity makes a difference: object characterisation in heterogeneous information networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9643, 2016, p. 3-17
Chen, Wei; Zhu, Feida; Zhao, Lei; Zhou, Xiaofang Conference paper

2015 29

Best keyword cover search
IEEE Transactions on Knowledge and Data Engineering, v. 27, (1), January 2015, article number 6820760, p. 61-73
Deng, Ke; Li, Xin; Lu, Jiaheng; Zhou, Xiaofang Article
Calibrating trajectory data for spatio-temporal similarity analysis
VLDB Journal, v. 24, (1), January 2015, p. 93-116
Su, Han; Zheng, Kai; Huang, Jiamin; Wang, Haozhou; Zhou, Xiaofang Article
Cardinality constraints on qualitatively uncertain data
Data and Knowledge Engineering, v. 99, September 2015, p. 126-150
Hall, Neil; Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang Article
Dynamic user modeling in social media systems
ACM Transactions on Information Systems, v. 33, (3), March 2015, article number 10
Yin, Hongzhi; Cui, Bin; Chen, Ling; Hu, Zhiting; Zhou, Xiaofang Article
Semisupervised feature selection via spline regression for video semantic recognition
IEEE Transactions on Neural Networks and Learning Systems, v. 26, (2), February 2015, p. 252-264
Han, Yahong; Yang, Yi; Yan, Yan; Ma, Zhigang; Sebe, Nicu; Zhou, Xiaofang Article
Social event identification and ranking on flickr
World Wide Web, v. 18, (5), September 2015, p. 1219-1245
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang Article
Trip Oriented Search on Activity Trajectory
Journal of Computer Science and Technology, v. 30, (4), July 2015, p. 745-761
Chen, Wei; Zhao, Lei; Xu, Jia-Jie; Liu, Guan-Feng; Zheng, Kai; Zhou, Xiaofang Article
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
IEEE Transactions on Knowledge and Data Engineering, v. 27, (9), September 2015, article number 7056462, p. 2550-2563
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang Article
WARD-CMU@TRECVID 2015: Surveillance Event Detection
TRECVID 2015, January 2015, article number tv15
Du, Xingzhong; Li, Xuanchong; Zhou, Xiaofang; Hauptmann, Alexander Article
A convex formulation for spectral shrunk clustering
Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9606, p. 2532-2538
Chang, Xiaojun; Nie, Feiping; Ma, Zhigang; Yang, Yi; Zhou, Xiaofang Conference paper
A novelty-seeking based dining recommender system
WWW '15: Proceedings of the 24th International Conference on World Wide Web / International World Wide Web Conferences Steering Committee. Republic and Canton of Geneva, Switzerland : International World Wide Web Conferences Steering Committee, 2015, p. 1362-1372
Zhang, Fuzheng; Zheng, Kai; Yuan, Nicholas Jing Yuan; Xie, Xing; Chen, Enhong; Zhou, Xiaofang Conference paper
Addressing instance ambiguity in web harvesting
WebDB'15: Proceedings of the 18th International Workshop on Web and Databases / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 6-12
Li, Zhixu; Zhang, Xiangliang; Huang, Hai; Xie, Qing; Zhu, Jia; Zhou, Xiaofang Conference paper
Approximate keyword search in semantic trajectory database
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113349, p. 975-986
Zheng, Bolong; Yuan, Nicholas Jing; Zheng, Kai; Xie, Xing; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Efficient secure similarity computation on encrypted trajectory data
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113273, p. 66-77
Liu, An; Zhengy, Kai; Li, Lu; Liu, Guangfeng; Zhao, Lei; Zhou, Xiaofang Conference paper
Geographical constraint and temporal similarity modeling for point-of-interest recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9419, 2015, p. 426-441
Wu, Huimin; Shao, Jie; Yin, Hongzhi; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Geo-SAGE: A geographical sparse additive generative model for spatial item recommendation
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1255-1264
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Interactive Top-k Spatial Keyword queries
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113303, p. 423-434
Zheng, Kai; Su, Han; Zheng, Bolong; Shang, Shuo; Xu, Jiajie; Liu, Jiajun; Zhou, Xiaofang Conference paper
Joint modeling of user check-in behaviors for point-of-interest recommendation
International Conference on Information and Knowledge Management, Proceedings / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 1631-1640
Yin, Hongzhi; Zhou, Xiaofang; Shao, Yingxia; Wang, Hao; Sadiq, Shazia Conference paper
Joint modeling of users' interests and mobility patterns for point-of-interest recommendation
MM '15: Proceedings of the 23rd ACM international conference on Multimedia / Association for Computing Machinery. New York, United States : Association for Computing Machinery
Yin, Hongzhi; Cui, Bin; Huang, Zi; Wang, Weiqing; Wu, Xian; Zhou, Xiaofang Conference paper
Making sense of trajectory data: A partition-and-summarization approach
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113348, p. 963-974
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Sadiq, Shazia; Yuan, Nicolas Jing; Zhou, Xiaofang Conference paper
Microblog entity linking with social temporal context
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1761-1775
Hua, Wen; Zheng, Kai; Zhou, Xiaofang Conference paper
Modeling user mobility for location promotion in location-based social networks
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1573-1582
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang Conference paper
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113297, p. 351-362
Liu, Guanfeng; Zheng, Kai; Wang, Yan; Orgun, Mehmet A.; Liu, An; Zhao, Lei; Zhou, Xiaofang Conference paper
Possible and certain SQL keys
Proceedings of the VLDB Endowment, v. 8, (11), July 2015, p. 1118-1129
K?hler, Henning; Link, Sebastian; Zhou, Xiaofang Conference paper
Predicting passengers in public transportation using smart card data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 28-40
Dou, Mengyu; He, Tieke; Yin, Hongzhi; Zhou, Xiaofang; Chen, Zhenyu; Luo, Bin Conference paper
Predicting users’ purchasing behaviors using their browsing history
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 129-141
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Luo, Bin Conference paper
SharkDB: An in-memory storage system for massive trajectory data
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1099-1104
Wang, Haozhou; Zheng, Kai; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Short text understanding through lexical-semantic analysis
Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113309, p. 495-506
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang Conference paper
Storing and processing massive trajectory data on SAP HANA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 66-77
Wang, Haozhou; Zheng, Kai; Jeung, Hoyoung; Bracher, Shane; Islam, Asadul; Sadiq, Wasim; Sadiq, Shazia; Zhou, Xiaofang Conference paper

2014 32

A web-based approach to data imputation
World Wide Web, v. 17, (5), September 2014, p. 873-897
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang Article
Augmenting image descriptions using structured prediction output
IEEE Transactions on Multimedia, v. 16, (6), October 2014, p. 1665-1676
Han, Yahong; Wei, Xingxing; Cao, Xiaochun; Yang, Yi; Zhou, Xiaofang Article
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection
IEEE Transactions on Knowledge and Data Engineering, v. 26, (9), September 2014, article number 6509368, p. 2138-2150
Li, Zechao; Liu, Jing; Yang, Yi; Zhou, Xiaofang; Lu, Hanqing Article
Continuous probabilistic subspace skyline query processing using grid projections
Journal of Computer Science and Technology, v. 29, (2), March 2014, p. 332-344
Zhao, Lei; Yang, Yan-Yan; Zhou, Xiaofang Article
CoRE: A context-aware relation extraction method for relation completion
IEEE Transactions on Knowledge and Data Engineering, v. 26, (4), April 2014, article number 6587241, p. 836-849
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Du, Xiaoyong; Zhou, Xiaofang Article
Economic model-driven cloud service composition
ACM Transactions on Internet Technology, v. 14, (2-3), October 2014, article number 2651420
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang Article
Image attribute adaptation
IEEE Transactions on Multimedia, v. 16, (4), February 2014, article number 6739133, p. 1115-1126
Han, Yahong; Yang, Yi; Ma, Zhigang; Shen, Haoquan; Sebe, Nicu; Zhou, Xiaofang Article
Maximum error-bounded Piecewise Linear Representation for online stream approximation
VLDB Journal, v. 23, (6), November 2014, p. 915-937
Xie, Qing; Pang, Chaoyi; Zhou, Xiaofang; Zhang, Xiangliang; Deng, Ke Article
Online discovery of gathering patterns over trajectories
IEEE Transactions on Knowledge and Data Engineering, v. 26, (8), August 2014, article number 6613478, p. 1974-1988
Zheng, Kai; Zheng, Yu; Yuan, Nicholas J.; Shang, Shuo; Zhou, Xiaofang Article
Personalized trajectory matching in spatial networks
VLDB Journal, v. 23, (3), June 2014, p. 449-468
Shang, Shuo; Ding, Ruogu; Zheng, Kai; Jensen, Christian S.; Kalnis, Panos; Zhou, Xiaofang Article
Quality-aware schedulers for weak consistency key-value data stores
Distributed and Parallel Databases, v. 32, (4), December 2013, p. 531-581
Xu, Chen; Sharaf, Mohamed A.; Zhou, Xiaofang; Zhou, Aoying Article
Responsibility analysis for lineagesof conjunctive queries with inequalities
IEEE Transactions on Knowledge and Data Engineering, v. 26, (6), June 2014, article number 6497437, p. 1532-1543
Qin, Biao; Wang, Shan; Zhou, Xiaofang; Du, Xiaoyong Article
STMaker-A system to make sense of trajectory data
Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1701-1704
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Zhou, Xiaofang Article
A crowd-based route recommendation system-CrowdPlanner
Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2014, p. 1178-1181, Article number 6816735
Su, Han; Zheng, Kai; Huang, Jiamin; Liu, Tianyu; Wang, Haozhou; Zhou, Xiaofang Conference paper
A data driven approach for discovering data quality requirements
International Conference on Information Systems (ICIS 2014): Building a Better World Through Information Systems, Auckland, New Zealand, 14-17 December 2014 / Curran Associates, Inc.. New York, USA : Curran Associates, Inc., 2015, p. 439-448
Zhang, R.; Jayawardene, V.; Indulska, M.; Sadiq, S.; Zhou, Xiaofang Conference paper
A social trust path recommendation system in contextual online social networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709 LNCS, 2014, p. 652-656
Sun, Guohan; Liu, Guanfeng; Zhao, Lei; Xu, Jiajie; Liu, An; Zhou, Xiaofang Conference paper
An Efficient Trust-Oriented Trip Planning Method in Road Networks
Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 487-494, Article number 7306994
Dai, Junqiang; Liu, Guanfeng; Xu, Jiajie; Liu, An; Zhao, Lei; Zhou, Xiaofang Conference paper
An evolution-based robust social influence evaluation method in Online Social Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8787, 2014, p. 141-157
Zhu, Feng; Liu, Guanfeng; Liu, An; Zhao, Lei; Zhou, Xiaofang Conference paper
Cardinality constraints for uncertain data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8824, 2014, p. 108-121
Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang Conference paper
Cost-efficient spatial network partitioning for distance-based query processing
Proceedings - IEEE International Conference on Mobile Data Management, v.. 1, October 2104, article number 6916899, p. 13-22
Wang, Jiping; Zheng, Kai; Jeung, Hoyoung; Wang, Haozhou; Zheng, Bolong; Zhou, Xiaofang Conference paper
CrowdPlanner: A Crowd-based Route Recommendation System
2014 IEEE 30th International Conference on Data Engineering (ICDE 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 1144-1155
Su, Han; Zheng, Kai; Huang, Jiamin; Jeung, Hoyoung; Chen, Lei; Zhou, Xiaofang Conference paper
Efficient aggregate farthest neighbour query processing on road networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8506 LNCS, 2014, p. 13-25
Wang, Haozhou; Zheng, Kai; Su, Han; Wang, Jiping; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Efficient retrieval of top-K most similar users from travel smart card data
Proceedings - IEEE International Conference on Mobile Data Management, v. 1, October 2014, article number 6916929, p. 259-268
Zheng, Bolong; Zheng, Kai; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia Conference paper
EISA: An efficient information theoretical approach to value segmentation in large databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709 LNCS, 2014, p. 224-235
Wang, Weiqing; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Exploring Social Influence on Location-Based Social Networks
Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2015, January 2014, article number 7023444, p. 1043-1048
Wen, Yu-Ting; Lei, Po-Ruey; Peng, Wen-Chih; Zhou, Xiaofang Conference paper
Location oriented phrase detection in microblogs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 495-509
Hosseini, Saeid; Unankard, Sayan; Zhou, Xiaofang; Sadiq, Shazia Conference paper
ORange: Objective-Aware Range Query Refinement
Proceedings - IEEE International Conference on Mobile Data Management, v. 1, October 2014, article number 6916939, p. 333-336
Albarrak, Abdullah; Noboa, Tatiana; Khan, Hina A.; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Overcoming Semantic drift in information extraction
Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings / Editors Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos Garofalakis, Stratos Idreos, Vincent Leroy. University of Konstanz, Germany : OpenProceedings.org, 2014, p. 169-180
Li, Zhixu; Li, Haixun; Wang, Haixun; Yang, Yi; Zhang, Xiangliang; Zhou, Xiaofang Conference paper
Ranking based activity trajectory search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8786, 2014, p. 170-185
Chen, Wei; Zhao, Lei; Jiajie, Xu; Zheng, Kai; Zhou, Xiaofang Conference paper
Rating propagation in web services reputation systems: A fast shapley value approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 466-480
Liu, An; Li, Qing; Zhou, Xiaofang; Li, Lu; Liu, Guanfeng; Gao, Yunjun Conference paper
SAQR: An efficient scheme for similarity-aware query refinement
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 110-125
Albarrak, Abdullah; Sharaf, Mohamed A.; Zhou, Xiaofang Conference paper
SharkDB: An in-memory column-oriented trajectory storage
CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management / Association for Computing Machinery. New Your, USA : Association for Computing Machinery, 2014, p. 1409-1418
Wang, Haozhou; Zheng, Kai; Xu, Jiajie; Zheng, Bolong; Zhou, Xiaofang; Sadiq, Shazia Conference paper

2013 14

AML: Efficient approximate membership localization within a web-based join framework
IEEE Transactions on Knowledge and Data Engineering, v. 25, (2), February 2013, p. 298-310
Li, Zhixu; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong Article
Computing unrestricted synopses under maximum error bound
Algorithmica, v. 65, (1), January 2013, p. 1-42
Pang, Chaoyi; Zhang, Qing; Zhou, Xiaofang; Hansen, David; Wang, Sen; Maeder, Anthony Article
Data centric research at the University of Queensland
SIGMOD Record, v. 42, (3), October 2013, p. 63-68
Zhou, Xiaofang; Sadiq, Shazia Article
Discriminative nonnegative spectral clustering with out-of-sample extension
IEEE Transactions on Knowledge and Data Engineering, v. 25, (8), August 2013, p. 1760-1771
Yang, Yang; Yang, Yi; Shen, Heng Tao; Zhang, Yanchun; Du, Xiaoyong; Zhou, Xiaofang Article
Infrared patch-image model for small target detection in a single image
IEEE Transactions on Image Processing, v. 22, (12), 2013, article number 6595533, p. 4996-5009
Gao, Chenqiang; Meng, Deyu; Yang, Yi; Wang, Yongtao; Zhou, Xiaofang; Hauptmann, Alexander G. Article
Adaptive query scheduling in key-value data stores
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7825 LNCS, (Pt. 1), 2013, p. 86-100
Xu, Chen; Sharaf, Mohamed A.; Zhou, Minqi; Zhou, Aoying; Zhou, Xiaofang Conference paper
An Effectiveness Study on Trajectory Similarity Measures
Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 13-22
Wang, Haozhou; Su, Han; Zheng, Kai; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Calibrating trajectory data for similarity-based analysis
Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2013, June 2013, p. 833-844
Su, Han; Zheng, Kai; Wang, Haozhou; Huang, Jiamin; Zhou, Xiaofang Conference paper
Co-regularized ensemble for feature selection
IJCAI International Joint Conference on Artificial Intelligence, v. 2013, August 2013, p. 1380-1386
Han, Yahong; Yang, Yi; Zhou, Xiaofang Conference paper
Exploiting a proximity-based positional model to improve the quality of information extraction by text segmentation
Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 23-32
Huynh, D.T.; Zhou, Xiaofang Conference paper
Exploiting structural similarity for automatic information extraction from lists
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 202-215
Huynh, Dat T.; Xu, Jiajie; Sadiq, Shazia; Zhou, Xiaofang Conference paper
Identifying Users’ Topical Tasks in Web Search
Proceedings of the sixth ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 93-102
Hua, Wen; Song, Yangqiu; Wang, Haixun; Zhou, Xiaofang Conference paper
QoS-aware cloud service composition using time series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8274 LNCS, 2013, p. 9-22
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang Conference paper
Spatio-temporal event modeling and ranking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 367-374
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang Conference paper

2012 22

Approximating query answering on RDF databases
World Wide Web, v. 15, (1), January 2012, p. 89-114
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang Article
Discovering the most influential sites over uncertain data: A rank-based approach
IEEE Transactions on Knowledge and Data Engineering, v. 24, (12), December 2012, article number 5871623, p. 2156-2169
Zheng, Kai; Huang, Zi; Zhou, Aoying; Zhou, Xiaofang Article
Efficient subsequence matching over large video databases
The VLDB Journal, v. 21, (4), August 2012, p. 489-508
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman Article
Finding alternative shortest paths in spatial networks
ACM Transactions on Database Systems, v. 37, (4), December 2012, article number 29
Xie, Kexin; Deng, Ke; Shang, Shuo; Zhou, Xiaofang; Zheng, Kai Article
Finding superior skyline points for multidimensional recommendation applications
World Wide Web, v. 15, (1), January 2012, p. 33-60
Yang, Jing; Fung, Gabriel Pui Cheong; Lu, Wei; Zhou, Xiaofang; Chen, Hong; Du, Xiaoyong Article
Information Extraction From Microblogs: A Survey
International Journal of Software and Informatics, v. 6, (4), 2012, p. 495-522
Hua, Wen; Huynh, Dat T.; Hosseini, Saeid; Lu, Jiaheng; Zhou, Xiaofang Article
On group nearest group query processing
IEEE Transactions on Knowledge and Data Engineering, v. 24, (2), February 2012, article number 5645619, p. 295-308
Deng, Ke; Sadiq, Shazia; Zhou, Xiaofang; Xu, Hu; Fung, Gabriel Pui Cheong; Lu, Yansheng Article
PNN query processing on compressed trajectories
GeoInformatica, v. 16, (3), July 2012, p. 467-496
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zheng, Kai; Zhou, Xiaofang Article
Quick identification of near-duplicate video sequences with cut signature
World Wide Web, v. 15, (3), May 2012, p. 355-382
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi Article
Spatial query processing for fuzzy objects
VLDB Journal, v. 21, (5), October 2012, p. 729-751
Zheng, Kai; Zhou, Xiaofang; Fung, Pui Cheong; Xie, Kexin Article
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval
IEEE Transactions on Multimedia, v. 14, (4), August 2012, p. 1220-1233
Zhou, Xiangmin; Chen, Lei; Zhou, Xiaofang Article
从数据管理视角看大数据挑战
中国计算机学会通讯=Communications of Chinese Computer Federation, v. 8, (9), 2012, p. 16-20
周晓方; 陆嘉恒; 李翠平; 杜小勇 Article
Effective data density estimation in ring-based P2P networks
Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228117, p. 594-605
Zhou, Minqi; Shen, Heng Tao; Zhou, Xiaofang; Qian, Weining; Zhou, Aoying Conference paper
Efficient buffer management for piecewise linear representation of multiple data streams
ACM International Conference Proceeding Series, 2012, p. 2114-2118
Xie, Qing; Zhu, Jia; Sharaf, Mohamed A.; Zhou, Xiaofang; Pang, Chaoyi Conference paper
Efficient provenance storage for relational queries
ACM International Conference Proceeding Series, 2012, p. 1352-1361
Bao, Zhifeng; K?hler, Henning; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Finding the silver lining for data freshness on the cloud
CloudDB '12: Proceedings of the fourth international workshop on Cloud data management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 49-50
Sharaf, Mohamed A.; Xu, Chen; Zhou, Xiaofang Conference paper
I/O cost minimization: Reachability queries processing over massive graphs
ACM International Conference Proceeding Series, 2012, p. 468-479
Zhang, Zhiwei; Yu, Jeffrey Xu; Qin, Lu; Zhu, Qing; Zhou, Xiaofang Conference paper
QoS-aware cloud service composition based on economic models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7636 LNCS, 2012, p. 111-126
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang Conference paper
Reducing uncertainty of low-sampling-rate trajectories
Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228163, p. 1144-1155
Zheng, Kai; Zheng, Yu; Xie, Xing; Zhou, Xiaofang Conference paper
Unsupervised feature selection using nonnegative spectral analysis
Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8289, p. 1026-1032
Li, Zechao; Yang, Yi; Liu, Jing; Zhou, Xiaofang; Lu, Hanqing Conference paper
WebPut: Efficient web-based data imputation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7651 LNCS, 2012, p. 243-256
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang Conference paper
XML query processing using views
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7142 LNCS, 2012, p. 136-139
Yao, Caiyun; Lu, Jiaheng; Wang, Wei; Zhou, Xiaofang Conference paper

2011 25

Approximate entity extraction in temporal databases
World Wide Web, v. 14, (2), March 2011, p. 157-186
Lu, Wei; Fung, Gabriel Pui Cheong; Du, Xiaoyong; Zhou, Xiaofang; Chen, Lijiang; Deng, Ke Article
Exploring distributional discrepancy for multidimensional point set retrieval
IEEE Transactions on Multimedia, v. 13, (1), February 2011, article number 5597949, p. 71-81
Shao, Jie; Shen, Heng Tao; Huang, Zi; Zhou, Xiaofang Article
Flexible Provenance Tracing
International Journal of Systems and Service-Oriented Engineering, v. 2, (2), 2011, article number 1
Wang, Liwei; Koehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia Article
Mining multi-tag association for image tagging
World Wide Web, v. 14, (2), March 2011, p. 133-156
Yang, Yang; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Article
Providing built-in keyword search capabilities in RDBMS
VLDB Journal, v. 20, (1), February 2011, p. 1-19
Li, Guoliang; Feng, Jianhua; Zhou, Xiaofang; Wang, Jianyong Article
SPARK2: Top-k keyword query in relational databases
IEEE Transactions on Knowledge and Data Engineering, v. 23, (12), 2011, article number 5728809, p. 1763-1780
Luo, Yi; Wang, Wei; Lin, Xuemin; Zhou, Xiaofang; Wang, Jianmin; Li, Keqiu Article
Trajectory Indexing and Retrieval
Computing with Spatial Trajectories / Yu Zheng, Xiaofang Zhou (eds.). New York : Springer, 2011, p. 35-60, Ch. 2
Deng, Ke; Xie, Kexin; Zheng, Kevin; Zhou, Xiaofang Book chapter
Continuously monitoring the correlations of massive discrete streams
CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1571-1575
Chen, Yueguo; Wang, Wei; Du, Xiaoyong; Zhou, Xiaofang Conference paper
Discovering popular routes from trajectories
Proceedings - International Conference on Data Engineering, v. 2011, April 2011, article number 5767890, p. 900-911
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Effective data co-reduction for multimedia similarity search
SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1021-1032
Huang, Zi; Shen, Heng Tao; Liu, Jiajun; Zhou, Xiaofang Conference paper
Efficient histogram-based similarity search in ultra-high dimensional space
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 1-15
Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Efficient parallel skyline processing using hyperplane projections
SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 85-96
K?hler, Henning; Yang, Jing; Zhou, Xiaofang Conference paper
Enhance web pages genre identification using neighboring pages
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6997 LNCS, 2011, p. 282-289
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Conference paper
Finding the most accessible locations: Reverse path nearest neighbor query in road networks
GIS '11: Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 181-190
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zhou, Xiaofang Conference paper
Genetic algorithm based QoS-aware service compositions in cloud computing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 321-334
Ye, Zhen; Zhou, Xiaofang; Bouguettaya, Athman Conference paper
?2,1-Norm regularized discriminative feature selection for unsupervised learning
IJCAI International Joint Conference on Artificial Intelligence, v. 2011, July 2011, p. 1589-1594
Yang, Yi; Shen, Heng Tao; Ma, Zhigang; Huang, Zi; Zhou, Xiaofang Conference paper
Learning-based relevance feedback for web-based relation completion
CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1535-1540
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang Conference paper
Nonnegative spectral clustering with discriminative regularization
Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7922, p. 555-560
Yang, Yi; Shen, Heng Tao; Nie, Feiping; Ji, Rongrong; Zhou, Xiaofang Conference paper
PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints
Conferences in Research and Practice in Information Technology Series, v. 115, 2011, p. 103-112
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang Conference paper
Probabilistic range queries for Uncertain Trajectories on road networks
ACM International Conference Proceeding Series, March 2011, p. 283-294
Zheng, Kai; Trajcevski, Goce; Zhou, Xiaofang; Scheuermann, P. Conference paper
Providing flexible tradeoff for provenance tracking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6724 LNCS, 2011, p. 226-240
Wang, Liwei; K?ehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia Conference paper
Scheduling with freshness and performance guarantees for web: Applications in the cloud
Conferences in Research and Practice in Information Technology Series, v. 1115, 2011, p. 133-142
Zhu, Yingying; Sharaf, Mohamed A.; Zhou, Xiaofang Conference paper
Searching Time Series Using Textual Approximation
3rd International Conference on Emerging Databases (EDB 2011), Incheon, Korea, 25-27 August 2011
Kawagoe, Kyoji; Abdulla-Al-Maruf; Deng, Ke; Zhou, Xiaofang Conference paper
Storage and use of provenance information for relational database queries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 429-433
Bao, Zhifeng; Koehler, Henning; Zhou, Xiaofang; Wang Ling, Tok Conference paper
Structure tensor series-based matching for near-duplicate video retrieval
MM '11: Proceedings of the 19th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1057-1060
Zhou, Xiangming; Chen, Lei; Zhou, Xiaofang Conference paper

2010 17

Adaptive Subspace Symbolization for Content-Based Video Detection
IEEE transactions on knowledge and data engineering, v. 22, (10), October 2010, p. 1372-1387
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Shu, Yanfeng; Bouguettaya, Athman; Taylor, John A. Article
Duplicate-insensitive order statistics computation over data streams
IEEE Transactions on Knowledge and Data Engineering, v. 22, (4), April 2010, article number 4799782, p. 493-507
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu Article
Mining near-duplicate graph for cluster-based reranking of web video search results
ACM Transactions on Information Systems, v. 28, (4), November 2010, article number 22
Huang, Zi; Hu, Bo; Cheng, Hong; Shen, Heng Tao; Liu, Hongyan; Zhou, Xiaofang Article
Path prediction and predictive range querying in road network databases
VLDB Journal, v. 19, (4), May 2010, p. 585-602
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S. Article
Practical online near-duplicate subsequence detection for continuous video streams
IEEE Transactions on Multimedia, v. 12, (5), August 2010, article number 5466199, p. 386-398
Huang, Zi; Shen, Heng Tao; Shao, Jie; Cui, Bin; Zhou, Xiaofang Article
Active duplicate detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5981 LNCS, (Pt. 1), 2010, p. 565-579
Deng, Ke; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia; Fung, Gabriel Pui Cheong Conference paper
Anddy: A system for author name disambiguation in digital library
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 444-447
Zhu, Jia; Fung, Gabriel Pui Cheong; Zhou, Xiaofang Conference paper
Approximate Membership Localization (AML) for web-based join
CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1321-1324
Li, Zhixi; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong Conference paper
Efficient and continuous near-duplicate video detection
Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 260-266, Article number 5474129
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi Conference paper
Efficient common items extraction from multiple sorted lists
Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 219-225, Article number 5474132
Lu, Wei; Rong, Chuitian; Chen, Jinchuan; Du, Xiaoyong; Fung, Gabriel Pui Cheong; Zhou, Xiaofang Conference paper
Efficient web pages identification for entity resolution
WWW '10: Proceedings of the 19th international conference on World wide web / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1223-1224
Zhu, Jia; Fung, Gabriel; Zhou, Xiaofang Conference paper
Extract interesting skyline points in high dimension
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 94-108
Fung, Gabriel Pui Cheong; Lu, Wei; Yang, Jing; Du, Xiaoyong; Zhou, Xiaofang Conference paper
Group visible nearest neighbor queries in spatial databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6184 LNCS, 2010, p. 333-344
Xu, Hu; Li, Zhicheng; Lu, Yansheng; Deng, Ke; Zhou, Xiaofang Conference paper
K-nearest neighbor search for fuzzy objects
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 699-710
Zheng, Kai; Fung, Pui Cheong; Zhou, Xiaofang Conference paper
Sampling dirty data for matching attributes
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 63-74
K?hler, Henning; Zhou, Xiaofang; Sadiq, Sadiq; Shu, Yanfeng; Taylor, Kerry Conference paper
Searching trajectories by locations: An efficiency study
SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 255-266
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Zheng, Yu; Xie, Xing Conference paper
Transitivity-preserving skylines for partially ordered domains
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 109-115
K?hler, Henning; Zheng, Kai; Yang, Jing; Zhou, Xiaofang Conference paper

2009 22

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points
IEEE Transactions on Multimedia, v. 11, (5), August 2009, p. 879-891
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman; Xiao, Nong; Taylor, John A. Article
Bounded coordinate system indexing for real-time video clip search
ACM Transactions on Information Systems, v. 27, (3), May 2009, article number 17
Huang, Zi; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang; Cui, Bin Article
Effective and efficient query processing for video subsequence identification
IEEE Transactions on Knowledge and Data Engineering, v. 21, (3), March 2009, p. 321-334
Shen, Heng Tao; Shao, Jie; Huang, Zi; Zhou, Xiaofang Article
Hybrid information retrieval policies based on cooperative cache in mobile P2P networks
Frontiers of Computer Science in China, v. 3, (3), August 2009, p. 381-395
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei Article
Instance optimal query processing in spatial networks
VLDB Journal, v. 18, (3), June 2009, p. 675-693
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Sadiq, Sadiq; Li, Xue Article
MOIR/MT: monitoring large-scale road network traffic in real-time
Proceedings of the VLDB Endowment, v. 2, (2), August 2009, p. 1538-1541
Liu, Kuien; Deng, Ke; Ding, Zhiming; Li, Mingshu; Zhou, Xiaofang Article
Speed up interactive image retrieval
VLDB Journal, v. 18, (1), January 2009, p. 329-343
Shen, Heng Tao; Jiang, Shouxu; Tan, Kian-Lee; Huang, Zi; Zhou, Xiaofang Article
Using local popularity of web resources for geo-ranking of search engine results
World Wide Web, v. 12, (2), March 2009, p. 149-170
Asadi, Saeid; Zhou, Xiaofang; Yang, Guowei Article
数据质量
中国计算机协会通讯=Communications of Chinese Computer Federation, v. 5, (2), 2009, p. 49-51
周晓方 Article
A subspace symbolization approach to content-based video search
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812498, p. 1191-1194
Zhou, Xiangmin; Zhou, Xiaofang; Bouguettaya, Athman; Taylor, John A. Conference paper
A term-based driven clustering approach for name disambiguation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 320-331
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Pui Cheong Conference paper
Data quality aware queries in collaborative information systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 39-50
Yeganeh, N.K.; Sadiq, S.; Deng, K.; Zhou, Xiaofang Conference paper
Efficient information retrieval in mobile peer-to-peer networks
CIKM '09: Proceedings of the 18th ACM conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 967-976
Chen, Lijiang; Cui, Bin; Shen, Heng Tao; Lu, Wei; Zhou, Xiaofang Conference paper
From trajectories to activities: A spatio-temporal join approach
LBSN '09: Proceedings of the 2009 International Workshop on Location Based Social Networks / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 25-32
Xie, Kexin; Deng, Ke; Zhou, Xiaofang Conference paper
High-dimensional indexing with oriented cluster representation for multimedia databases
2009 IEEE International Conference on Multimedia and Expo, ICME 2009 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2009, p. 1628-1631
Shen, Heng Tao; Huang, Zi; Cao, Jinli; Zhou, Xiaofang Conference paper
Hybrid retrieval mechanisms in vehicle-based P2P networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5544 LNCS, (Pt. 1), 2009, p. 303-314
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei Conference paper
Instant advertising in mobile peer-to-peer networks
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812450, p. 736-747
Chen, Zaiben; Shen, Heng Tao; Xu, Quanqing; Zhou, Xiaofang Conference paper
Interactive near-duplicate video retrieval and detection
MM '09: Proceedings of the 17th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 1001-1002
Cheng, Ran; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Conference paper
IRank: A term-based innovation ranking system for conferences and scholars
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 126-137
Li, Zhixu; Du, Xiaoyong; Liu, Hongyan; He, Jun; Zhou, Xiaofang Conference paper
Monitoring path nearest neighbor in road networks
SIGMOD '09: Proceedings of the 2009 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 591-602
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Yu, Jeffrey Xu Conference paper
Online near-duplicate video clip detection and retrieval: An accurate and fast system
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812560, p. 1511-1514
Huang, Zi; Wang, Liping; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang Conference paper
Progressive keyword search in relational databases
Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812496, p. 1183-1186
Li, Guoliang; Zhou, Xiaofang; Feng, Jianhua; Wang, Jianyong Conference paper

2008 17

A multi-resolution surface distance model for k-NN query processing
VLDB Journal, v. 17, (5), August 2008, p. 1101-1119
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Liu, Qing; Xu, Kai; Lin, Xuemin Article
Batch nearest neighbor search for video retrieval
IEEE Transactions on Multimedia, v. 10, (3), April 2008, article number 4456694, p. 409-420
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Lim, Ee-Peng; Li, Yijun Article
Challenges and techniques for effective and efficient similarity search in large video databases
Proceedings of the VLDB Endowment, v. 1, (2), August 2008, p. 1598-1603
Shao, Jie; Shen, Heng Tao; Zhou, Xiaofang Article
Discovery of convoys in trajectory databases
Proceedings of the VLDB Endowment, v. 1, (1), August 2008, p. 1068-1080
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.; Shen, Heng Tao Article
Localized co-occurrence model for fast approximate search in 3D structure databases
IEEE Transactions on Knowledge and Data Engineering, v. 20, (4), April 2008, article number 4407704, p. 519-531
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang Article
A hybrid prediction model for moving objects
Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497415, p. 70-79
Jeung, Hoyoung; Liu, Qing; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Achieving effective multi-term queries for fast DHT information retrieval
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 20-35
Xu, Quanqing; Shen, Heng Tao; Dai, Yafei; Cui, Bin; Zhou, Xiaofang Conference paper
Computing relaxed answers on RDF databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 163-175
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang Conference paper
Content-based video search: Is there a need, and is it possible?
Proceedings - 2008 International Workshop on Information-Explosion and Next Generation Search, INGS 2008 / IEEE. Piscataway, NJ : IEEE, 2008, p. 12-19, Article number 4627227
Huang, Zi; Li, Yijun; Shao, Jie; Shen, Heng Tao; Wang, Liping; Zhang, Danqing; Zhou, Xiangmin; Zhou, Xiaofang Conference paper
Convoy queries in spatio-temporal databases
Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497588, p. 1457-1459
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Data Quality in Web Information Systems
Lecture Notes in Computer Science, v. 5175, 2008, p. 1
Zhou, Xiaofang; Sadiq, Shazia; Deng, Ke Conference paper
Distribution-based similarity measures for multi-dimensional point set retrieval applications
MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 429-438
Shao, Jie; Huang, Zi; Shen, Heng Tao; Shen, Jialie; Zhou, Xiaofang Conference paper
Locality condensation: A new dimensionality reduction method for image retrieval
MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 219-228
Huang, Zi; Shen Tao, H.; Shao, Jie; Rüger, Stefan; Zhou, Xiaofang Conference paper
Location update strategies for network-constrained moving objects
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4947 LNCS, 2008, p. 644-652
Ding, Zhiming; Zhou, Xiaofang Conference paper
MOIR: A prototype for managing moving objects in road networks
Proceedings - IEEE International Conference on Mobile Data Management, v. 2008, April 2008, article number 4511458, p. 219-220
Ding, Zhiming; Guo, Limin; Liu, Kuien; Wu, Hu; Zhou, Xiaofang Conference paper
Pattern-based extraction of addresses from web page content
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 407-418
Asadi, Saeid; Yang, Guowei; Zhou, Xiaofang; Shi, Yuan; Zhai, Boxuan; Jiang, Wendy Wen-Rong Conference paper
Research and practice in data quality
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 41-42
Sadiq, Shazia; Zhou, Xiaofang; Deng, Ke Conference paper

2007 17

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing
VLDB Journal, v. 16, (2), April 2007, p. 219-234
Shen, Heng Tao; Zhou, Xiaofang; Zhou, Aoying Article
Capture local information in shape representation
Multimedia Tools and Applications, v. 33, (2), May 2007, p. 157-174
Shen, Heng Tao; Zhou, Xiaofang Article
A new similarity measure for near duplicate video clip detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4505 LNCS, 2007, p. 176-187
Zhou, Xiangmin; Zhou, Xiaofang; Shen, Heng Tao Conference paper
An adaptive and efficient unsupervised shot clustering algorithm for sports video
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4443 LNCS, 2007, p. 127-139
Liao, Jia; Wang, Guoren; Zhang, Bo; Zhou, Xiaofang; Yu, Ge Conference paper
Data quality - The key success factor for data driven engineering
IFIP International Conference on Network and Parallel Computing Workshops, NPC 2007 / Editors Keqiu Li, Yang Xiang, Hai Jin, Wenyu Qu, Zhiying Cao. Los Alamitos : IEEE, 2007, p. 48-53
Sadiq, Shazia; Zhou, Xiaofang; Orlowska, Maria Conference paper
Dimensionality reduction for dimension-specific search
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 849-850
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Song, Dawei; Rüger, Stefan Conference paper
Dual dimensionality reduction for efficient video similarity search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 397-406
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie Conference paper
Dynamic batch nearest neighbor search in video retrieval
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1395-1399, Article number 4221810
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Li, Yijun Conference paper
Efficient similarity search by summarization in large video database
Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 161-167
Zhou, Xiaofang; Shen, Heng Tao Conference paper
Mining trajectory patterns using hidden Markov models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 470-480
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang Conference paper
Multi-source skyline query processing in road networks
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 796-805, Article number 4221728
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao Conference paper
Selectivity estimation by batch-query based histogram and parametric method
Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 93-102
Luo, Jizhou; Zhou, Xiaofang; Zhang, Yu; Shen, Heng Tao; Li, Jianzhong Conference paper
Spark: Top-k keyword query in relational databases
SIGMOD '07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 115-126
Luo, Yi; Lin, Xuemin; Wang, Wei; Zhou, Xiaofang Conference paper
Statistical summarization of content features for fast near-duplicate video detection
MM '07: Proceedings of the 15th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 164-165
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie Conference paper
Summarizing order statistics over data streams with duplicates
Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1329-1333, Article number 4221794
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu Conference paper
The University of Queensland at TRECVID 2007 search task
TREC Video Retrieval Evaluation, TRECVID 2007, Gaithersburg, MD; United States, 5-6 November 2007
Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie; Huang, Zi Conference paper
UQLIPS: A real-time near-duplicate video clip detection system
VLDB '07: Proceedings of the 33rd international conference on Very large data bases / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 1374-1377
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie; Zhou, Xiangmin Conference paper

2006 12

A multiresolution terrain model for efficient visualization query processing
IEEE Transactions on Knowledge and Data Engineering, v. 18, (10), October 2006, article number 1683773, p. 1382-1396
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin; Shen, Heng Tao; Deng, Ke Article
Approximate processing of massive continuous quantile queries over high-speed data streams
IEEE Transactions on Knowledge and Data Engineering, v. 18, (5), May 2006, p. 683-698
Lin, Xuemin; Xu, Jian; Zhang, Qing; Lu, Hongjun; Yu, Jeffrey Xu; Zhou, Xiaofang; Yuan, Yidong Article
ICICLE: A semantic-based retrieval system for WWW images
Multimedia Systems, v. 11, (5), June 2006, p. 438-454
Shen, Heng Tao; Tan, Kian-Lee; Zhou, Xiaofang; Cui, Bin Article
Indexing and integrating multiple features for WWW images
World Wide Web, v. 9, (3), October 2006, p. 343-364
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin Article
Summarizing level-two topological relations in large spatial datasets
ACM Transactions on Database Systems, v. 31, (2), June 2006, p. 584-630
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang; Lu, Hongjun Article
3D protein structure matching by patch signatures
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4080 LNCS, 2006, p. 528-537
Huang, Zi; Zhou, Xiaofang; Shen, Heng Tao; Song, Dawei Conference paper
A grid-enabled architecture for geospatial data sharing
Proceedings of 2006 IEEE Asia-Pacific Conference on Services Computing, APSCC 2006 / IEEE. Los Alamitos : IEEE, 2006, p. 396-375, Article number 4041260
Shu, Yanfeng; Zhang, Jack Fan; Zhou, Xiaofang Conference paper
Calculation of target locations for Web resources
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4255 LNCS, 2006, p. 277-288
Asadi, Saeid; Xu, Jiajie; Shi, Yuan; Diederich, Joachim; Zhou, Xiaofang Conference paper
Dimensionality reduction in patch-signature based protein structure matching
Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 89-97
Huang, Zi; Zhou, Xiaofang; Song, Dawei; Bruza, Peter Conference paper
Discovering task-oriented usage pattern for web recommendation
Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 167-174
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Surface k-NN query processing
Proceedings of 22nd International Conference on Data Engineering, ICDE '06 / IEEE. Piscataway, NJ : IEEE, 2006, p. 78
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Xu, Kai; Lin, Xuemin Conference paper
Web-based system for electronic navigational charts using GML and SVG
Proceedings: 5th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) In conjunction with 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, Software Architecture and Reuse (COMSAR 2006) / IEEE. Los Alamitos : IEEE, 2006, p. 485-490, Article number 1652037
Kam, Seung Chul; Lee, Seong Dae; Park, Hyu Chan; Zhou, Xiaofang Conference paper

2005 18

A latent usage approach for clustering web transaction and building user profile
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3584 LNAI, 2005, p. 31-42
Zhang, Yanchun; Xu, Guandong; Zhou, Xiaofang Conference paper
A new indexing method for high dimensional dataset
Lecture Notes in Computer Science, v. 3453, 2005, p. 385-397
An, Jiyuan; Chen, Yi-Ping Phoebe; Xu, Qinying; Zhou, Xiaofang Conference paper
A Web recommendation technique based on probabilistic latent semantic analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3806 LNCS, 2005, p. 15-28
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
BM+-tree: A hyperplane-based index method for high-dimensional metric spaces
Lecture Notes in Computer Science, v. 3453, 2005, p. 398-409
Zhou, Xiangmin; Wang, Guoren; Zhou, Xiaofang; Yu, Ge Conference paper
Discovering user access pattern based on probabilistic latent factor model
Conferences in Research and Practice in Information Technology Series, v. 39, 2005, p. 27-35
Xu, Guandong; Zhang, Yanchun; Ma, Jiangang; Zhou, Xiaofang Conference paper
Expansion-based algorithms for finding single pair shortest path on surface
Lecture Notes in Computer Science, v. 3428, 2005, p. 151-166
Deng, Ke; Zhou, Xiaofang Conference paper
Filtering duplicate items over distributed data streams
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 779-784
Xia, Tian; Jin, Cheqing; Zhou, Xiaofang; Zhou, Aoying Conference paper
High dimensional indexing for protein structure matching using bowties
Series on Advances in Bioinformatics and Computational Biology, v. 1, 2005, p. 21-30
Huang, Zi H.; Zhou, Xiaofang; Song, Dawei Conference paper
Indexing text and visual features for WWW images
Lecture Notes in Computer Science, v. 3399, 2005, p. 885-899
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin Conference paper
Matching commercial clips from TV streams using a unique, robust and compact signature
Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 266-272, Article number 1578137
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang Conference paper
Multiresolution query optimization in an online environment
Lecture Notes in Computer Science, v. 3399, 2005, p. 730-741
Xu, Kai; Zhou, Xiaofang Conference paper
Searching the world wide web for local services and facilities: A review on the patterns of location-based queries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 91-101
Asadi, Saeid; Chang, Chung-Yi; Zhou, Xiaofang; Diederich, Joachim Conference paper
Semantic caching for multiresolution spatial query processing in mobile environments
Lecture Notes in Computer Science, v. 3633, 2005, p. 382-399
Sun, Sai; Zhou, Xiaofang; Shen, Heng Tao Conference paper
Semantic caching for web-based spatial applications
Lecture Notes in Computer Science, v. 3399, 2005, p. 783-794
Sun, Sai; Zhou, Xiaofang Conference paper
Towards effective indexing for very large video sequence database
SIGMOD '05: Proceedings of the 2005 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2005, p. 730-741
Shen, Heng Tao; Ooi, Beng Chin; Zhou, Xiaofang Conference paper
Towards user profiling for web recommendation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3809 LNAI, 2005, p. 415-424
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Using probabilistic latent semantic analysis for web page grouping
Proceedings of the IEEE International Workshop on Research Issues in Data Engineering, v, 2005, April 2005, p. 29-36
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Video matching using binary signature
Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 317-320, Article number 1595410
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang Conference paper

2004 8

A Scaleless Data Model for Direct and Progressive Spatial Query Processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3289, 2004, p. 148-159
Sun, Sai; Prasher, Sham; Zhou, Xiaofang Conference paper
Automatic texture segmentation for texture-based image retrieval
10th International Multimedia Modelling Conference, 2004 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2004, p. 285-290
Liu, Ying; Zhou, Xiaofang Conference paper
Computational Archaeology
The 4th Workshop on Advanced Collaborative Environments. WACE 2004, Nice, France, 23 September 2004
Bordes, Nicole; Pailthorpe, Bernard; Hall, Jay; Loy, Tom; Williams, Michael; Ulm, Sean; Zhou, Xiaofang; Fletcher, R Conference paper
Direct mesh: A multiresolution approach to terrain visualization
Proceedings of 20th International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2004, p. 766-776
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin Conference paper
Extracting texture features from arbitrary-shaped regions for image retrieval
IEEE International Conference on Multimedia and Expo (ICME), v. 3, 2004, p. 1891-1894
Liu, Ying; Zhou, Xiaofang; Ma, Wei-Ying Conference paper
Multiresolution Amalgamation: Dynamic Spatial Data Cube Generation
Database Technologies 2004: Proceedings of the 15th Australasian Database Conference (ADC 2004) / The Australian Computer Society. Sydney, Australia : The Australian Computer Society, 2004, p. 103-111
Prasher, Sham; Zhou, Xiaofang Conference paper
Multiresolution spatial databases: Making web-based spatial applications faster
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3007, 2004, p. 36-47
Zhou, Xiaofang; Prasher, Sham; Sun, Sai; Xu, Kai Conference paper
Space efficient quantile summary for constrained sliding windows on a data stream
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3129, 2004, p. 34-44
Xu, Jian; Lin, Xuemin; Zhou, Xiaofang Conference paper

2003 6

Confirmation: Increasing resource availability for transactional workflows
Information Sciences, v. 153, (SUPP), July 2003, p. 37-53
Liu, Chengfei; Lin, Xuemin; Orlowska, Maria; Zhou, Xiaofang Article
Dynamic multi-resolution spatial object derivation for mobile and WWW applications
World Wide Web, v. 6, (3), December 2003, p. 305-325
Prasher, Sham; Zhou, Xiaofang; Kitsuregawa, Masaru Article
Efficient update and retrieval of objects in a multiresolution geospatial database
Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM, v. 2003, January 2003, article number 1214980, p. 193-201
Prasher, Sham; Zhou, Xiaofang Conference paper
Finding event-oriented patterns in long temporal sequences
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), v. 2637, 2003, p. 15-26
Sun, Xingzhi; Orlowska, Maria E.; Zhou, Xiaofang Conference paper
Multiscale histograms: Summarizing topological relations in large spatial datasets
Proceedings of the 29th Annual International Conference on Very Large Data Bases / Johann-Christoph Freytag, Peter Lockemann, Serge Abitebou,l Michael Carey, Patricia Selinger, Andreas Heuer. Burlington, Massachusetts, USA : Morgan Kaufmann, 2003, p. 814-825
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang Conference paper
Texture segmentation based on features in wavelet domain for image retrieval
Proceedings of SPIE - The International Society for Optical Engineering, v. 5150 III, 2003, p. 2026-2034
Liu, Ying; Wu, Si; Zhou, Xiaofang Conference paper

2002 5

Wavelet-based image segment representation
Electronics Letters, v. 38, (19), September 2002, p. 1091-1092
Ying, Liu; Ranganath, S.; Zhou, Xiaofang Article
空間信息檢索及其數據庫概化技術
軟件學報=Journal of Software, v. 13, (8), 2002, p. 1534-1539
陸桑璐; 周曉方; 陳貴海; 謝立 Article
Comparison of wavelet and cosine basis for representation of arbitrarily shaped image segments
Proceeding of the International Conference on Telecommunications, v. 1, 2002, p. 441-445
Liu, Y.; Ranganath, S.; Zhou, Xiaofang Conference paper
Database support for spatial generalisation for WWW and mobile applications
WISE 2002 - Proceedings of the 3rd International Conference on Web Information Systems Engineering / IEEE. Piscataway, NJ : IEEE, 2002, p. 239-246, Article number 1181660
Zhou, Xiaofang; Prasher, Sham; Kitsuregawa, Masaru Conference paper
Secondary Storage Terrain Visualization in a Client-server Environment: A Survey
Proceedings of the IASTED International Conference: Networks, Parallel and Distributed Processing, and Applications, v. 1, 2002, p. 206-210
Xu, Kai; Zhou, Xiaofang Conference paper

2001 3

Efficiently computing weighted proximity relationships in spatial databases
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 2118, 2001, p. 279-290
Lin, Xuemin; Zhou, Xiaomei; Liu, Chengfei; Zhou, Xiaofang Conference paper
Improving backward recovery in workflow systems
Proceedings - 7th International Conference on Database Systems for Advanced Applications, DASFAA 2001 / IEEE. Piscataway, NJ : IEEE, 2001, p. 276-283, Article number 916388
Liu, Chengfei; Orlowska, Maria; Lin, Xuemin; Zhou, Xiaofang Conference paper
Using visual spatial search interface for WWW applications
Information Systems, v. 26, (2), April 2001, p. 61-74
Zhou, Xiaofang; Yates, Joseph D.; Chen, Guihai Conference paper

2000 6

On incremental global update support in cooperative database systems
Informatica (Ljubljana), v. 24, (1), March 2000, p. 27-31
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin Article
Schedule of join operations to reduce I/O cost in spatial database systems
Data and Knowledge Engineering, v. 35, (3), December 2000, p. 299-317
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang Article
On spatial information retrieval and database generalization
Proceedings - 2000 Kyoto International Conference on Digital Libraries: Research and Practice, KyotoDL 2000 / IEEE. Piscataway, NJ : IEEE, 2000, p. 328-334, Article number 942191
Zhou, Xiaofang; Zhang, Yanchun; Lu, Sanglu; Chen, Guihai Conference paper
Searching the Web using a map
Proceedings of the 1st International Conference on Web Information Systems Engineering, WISE / IEEE. Piscataway, NJ : IEEE, 2000, p. 222-229, Article number 882396
Yates, Joseph D.; Zhou, Xiaofang Conference paper
Spatial query processing using generalized filter
International Journal of Cooperative Information Systems, v. 9, (1-2), March 2000, p. 77-91
Zhou, Xiaofang; Lin, X.; Liu, C.; Cao, J. Conference paper
Spatiotemporal data modelling and management: A survey
Proceeding of 36th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS 36 / IEEE. Piscataway, NJ : IEEE, 200, p. 201-211
Wang, Xiaoyu; Zhou, Xiaofang; Lu, Sanglu Conference paper

1999 12

Caching strategies for spatial joins
GeoInformatica, v. 3, (1), 1999, p. 33-59
Abel, David J.; Gaede, Volker; Power, Robert A.; Zhou, Xiaofang Article
SMART: Towards spatial internet marketplaces
GeoInformatica, v. 3, (2), 1999, p. 141-164
Abel, David J.; Gaede, Volker J.; Taylor, Kerry L.; Zhou, Xiaofang Article
一個基于多服務員系統的Internet市場服務管理模型
计算机学报=Journal of Computers, v. 22, (4), April 1999, p. 424-430
周笑波; 謝立; 周曉方 Article
A Spatial Database as a Component of Integrated Database System
Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 203-212
Orlowska, Maria E.; Zhou, Xiaofang Conference paper
Building a Repository for Workflow Systems
Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 348-357
Liu, Chengfei; Lin, Xuemin; Zhou, Xiaofang; Orlowska, Maria Conference paper
Confirmation: a solution for non-compensatability in workflow applications
Proceeding of 15th International Conference on Data Engineering, ICDE-99 / IEEE. Piscataway, NJ : IEEE, 1999, p. 102
Liu, Chengfei; Orlowska, Maria; Zhou, Xiaofang; Lin, Xuemin Conference paper
Efficient polygon amalgamation methods for spatial OLAP and spatial data mining
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1651, 1999, p. 167-187
Zhou, Xiaofang; Truffet, David; Han, Jiawei Conference paper
Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment
Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 440-447
Lin, Xuemin; Liu, Chengfei; Zhang, Yanchun; Zhou, Xiaofang Conference paper
Generalization of Spatial Data for Web Presentation
2nd Asia Pacific Web Conference (APWeb 99), Hong Kong , 27-29 September 1999
Zhou, Xiaofang; Krumm-Heller, Alex; Gaede, Volker Conference paper
Global Transaction Management in a Cooperative Database System
International Symposium on Database, Web and Cooperative Systems, DWACOS ’99, Baden-Baden, Germany, 3-4 August 1999
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin Conference paper
Navigation of the Internet with Spatial Databases
Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 121-124
Yate, Joseph D.; Zhou, Xiaofang Conference paper
On the Optimization of Complex Spatial Queries
Proceedings of the 2nd International Symposium on Cooperative Database Systems for Advanced Applications / Yanchun Zhang, Marek Rusinkiewicz, and Yahiko Kambayashi. Singapore : Springer, 1999, p. 251-262
Zhou, Xiaofang; Zhang, Yanchun; Liu, Chengfei; Lin, Xuemin Conference paper

1998 3

Data Partitioning for Parallel Spatial Join Processing
GeoInformatica, v. 2, (2), June 1998, p. 175-204
Zhou, Xiaofang; Abel, David J.; Truffet, David Article
Data Declustering and Cluster-Ordering Technique for Spatial Join Scheduling
Information Organization and Databases: Foundations of Data Organization / edited by Katsumi Tanaka, Shahram Ghandeharizadeh, Yahiko Kambayashi. New York : Springer Science+Business Media, 2000, p. 313-325, Book series: Kluwer international series in engineering and computer science, v. SECS 579
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang Conference paper
Issues in Workflow and Web-Based Workflow Management
1st Asia Pacific Web Conference, APWeb98, Beijing, China, 27-30 September 1998
Liu, Chengfei; Zhou, Xiaofang; Orlowska, Maria E. Conference paper

1997 3

A declustering algorithm for minimising spatial join cost
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1276, 1997, p. 363-372
Zhang, Yanchun; Xiao, Jitian; Zhou, Xiaofang Conference paper
A Request Specification Language for Spatial Internet Marketplaces
International Conference on Interoperating Geographic Information Systems 1997, Santa Barbara, California, 3-4 December 1997
Gaede. Volker; Taylor, Kerry; Zhou, Xiaofang Conference paper
Data partitioning for parallel spatial join processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1262 LNCS, 1997, p. 178-196
Zhou, Xiaofang; Abel, David J.; Truffet, David Conference paper

1996 2

Parallel transitive closure computation in relational databases
Information Sciences, v. 92, (1-4), July 1996, p. 109-135
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Marie E. Article
Efficient Matrix Based Transitive Closure Algorithms for Functional Dependency Graphs
7th Australasian Database Conference, ADC'96, Melbourne, Australia, 29-30 January 1996
Ewald, Catherine A.; Zhou, Xiaofang Conference paper

1995 2

Handling data skew in parallel hash join computation using two-phase scheduling
Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 527-536
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
Using parallel semi-join reduction to minimize distributed query response time
Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 517-526
Lin, Xuemin; Orlowska, Maria E.; Zhou, Xiaofang Conference paper

1994 4

A new fragmentation scheme for recursive query processing
Data and Knowledge Engineering, v. 13, (2), September 1994, p. 177-192
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E. Article
Implementation and Evaluation of Join Algorithms on the Massively Parallel Computer MasPar MP-1
High Performance Computing Conference 1994, National University of Singapore, 29 September 1994
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
On Decomposition of Functional Dependency Manipulation for Parallel Execution
5th Australasian Database Conference, ADC 1994, Christchurch, New Zealand, 17-18 January 1994
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E. Conference paper
The Virtual Database: a Tool for Migration from Legacy Land Information Systems
22nd Annual Conference of the Australasian Urban and Regional Information Systems Association, AURISA 1994, Sydney, Australia, 21-25 November 1994
Abel, David J.; Ooi, Beng Chin; Power, Robert; Williams, Graham; Tan, Kian Lee; Zhou, Xiaofang Conference paper

1993 5

A Parallel Transitive Closure Algorithm for SIMD Meshes'
16th Australasian Computer Science Conference (ACSC 1993), Brisbane, Australia, February 1993
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E. Conference paper
Dynamic approach for handling data skew problems in parallel hash join computation
Proceedings of the 10th IEEE Region Conference on Computer, Communication, Control and Power Engineering / IEEE. Piscataway, NJ : IEEE, 1993, p. 133-137
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
On Horizontal Fragmentation and Transitive Closure Computation
International Symposium on Next Generation Database Systems and Their Applications (NDA’93), Fukuoka, Japan, September 1993
Zhang, Yanchun; Zhou, Xiaofang; Orlowska, Maria E. Conference paper
Parallel Naive and Semi-Naive Transitive Closures Evaluation
Proceedings of ICCI'93: 5th International Conference on Computing and Information / IEEE. Piscataway, NJ : IEEE, 1993, p. 497-501
Zhou, Xiaofang; Orlowska, Maria E. Conference paper
Transitive Closure Evaluation of Database Relations on Massively Parallel Computer MasPar MP-1
5th Joint Symposium on Parallel Processing, Tokyo, Japan, 17-19 May 1993
Zhou, Xiaofang; Orlowska, Maria E.; Zhang, Yanchun Conference paper

1991 1

設計異構型分布式數據庫系統的幾個問題
软件学报=Journal of Software, v. 1, 1991, p. 42-51
金志權; 周曉方; 孫鐘秀 Article

1990 1

VNET:一個異構環境下的分布式程序開發工具
计算机工程与应用=Journal of Computer Engineering and Applications, v. Z1, 1990, p. 103-108
周曉方; 金志權 Article

1989 3

LSZ:一個異構型分布式數據庫系統
计算机研究与发展=Journal of Computer Research and Development, v. 10, 1989, p. 1-9
金志權; 柳誠飛; 孫鐘秀; 周曉方; 陳佩佩; 顧建明; 繩程弟 Article
多項選擇和分布式排序
计算机学报=Chinese Journal of Computers, v. 4, 1989, p. 241-248
金志權; 周曉方; 孫鐘秀 Article
LSZ2: an Extendible Distributed Database Management System
第一届国际青年计算机会议（ICYCS'89)=1st International Symposium for Young Computer Professionals, Beijing, August 1989
Jin, Zhiquan; Zhou, Xiaofang Conference paper

1988 1

一種分布式數據處理模型
电子学报=Acta Electronica Sinica, v. 2, 1988, p. 116-119
金志權; 周曉方; 孫鐘秀 Article


No Publications






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 3 2020-21 Summer 1 2020-21 Spring 2 2020-21 Winter 0 2020-21 Fall 0

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COMP4981 Final Year Project
MSBD6000J Spatial and Multimedia Databases
UROP1100E Undergraduate Research Opportunities Series 1


COMP4981 Final Year Project


COMP6311E High Dimensional Data Management and Analytics
MSBD6000J Spatial and Multimedia Databases


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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Current RPGs

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Doctor of Philosophy CUI, Yue
Computer Science and Engineering( 2021 - )

JIANG, Wensi
Internet of Things( 2021 - )

TANG, Jianheng (co-supervision)
Data Science and Analytics( 2021 - )

TIAN, Yao
Computer Science and Engineering( 2021 - )

XU, Yehong
Computer Science and Engineering( 2021 - )

XU, Zizhuo (co-supervision)
Data Science and Analytics( 2021 - )

ZHAO, Jing
Computer Science and Engineering( 2021 - )

ZHOU, Xinjie (co-supervision)
Data Science and Analytics( 2021 - )









ProjectsFrom January 2020 to December 2022

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