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Welcometomywebsite !
Basic InformationProf. Yan Yang, PhD, IEEE-CS Member

Vice Dean of School of Information Science & Technology

Vice Chair of ACM Chengdu Chapter

Key Lab of Cloud Computing & Intelligent Technology, Sichuan Province

Contact InformationSchool of Information Science & Technology

Southwest Jiaotong University

Chengdu 611756, China

Email: yyang@swjtu.edu.cn

Tel: +86-**(O)

http://sist.swjtu.edu.cn/ccit

Short BiographyYan Yang received her B.Sc. degree in Electrical Engineering in 1984 and her M.Sc. degree in Electrical and Communication Systems in 1987 from the Huazhong University of Science and Technology. She received her Ph.D. degree in Traffic Information Engineering and Control from Southwest Jiaotong University in 2007. In 2002/2003 and 2004/2005 she worked as a visiting scholar at the Center of Pattern Analysis and Machine Intelligence (CPAMI) in Waterloo University, Canada. She joined Southwest Jiaotong University in 1987 where she is currently Professor, Vice Dean of School of Information Science & Technology and holds an Academic and Technical Leader Candidate of Sichuan Province.

Prof. Yang has participated in more than 10 high-level projects recently. And has taken charge of two programs supported by the National Natural Science Foundation of China (NSFC), one NSFC International (Regional) Cooperation and Exchanges program, one Project of National Science and Technology Support Programone, one Supporting Program for Science and Technology of Sichuan Province, one research funds project of Traction Power State Key Laboratory, one of NSFC Key programs, one of NSFC Special funds, one of National Key Technology R&D Program projects and two of Railway Ministry R&D Program projects.She has authored and co-authored over 100 papers in journals and international conference proceedings, 1 proceeding, 1 special issues of international journal and 2 books.

She has served as MDMKD2009, MDMKD2010, JRS2012, ISBAST2013, CCML2015 organizing chairs, TPC member of some international conferences, and has been a reviewer for several academic journals.She is Vice Chair of ACM Chengdu Chapter, Member of IEEE-CS, Senior Member of CCF and CAI, Member of CCF Education Work Committee, Deputy Secretary General of Sichuan Province Computer Society and Vice Chair of Big Data Industry University Research Council of Sichuan Institute of Electronics.
For more information, please visit the website of our lab: http://sist.swjtu.edu.cn/ccit.

Research InterestsComputational Intelligence/Swarm Intelligence

Data Mining/Web Mining

Ensemble Learning/Semi-supervised Learning

Cloud Computing/Big Data

Traffic Information Engineering & Control


Last updated on Nov. 1, 2015. Copyright ? 2015 Yan Yang


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PersonalResearchPublicationsAwardsResearch TeamTeachingTo Prospective Students中文
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Recent Research Projects2016-2019Project of National Natural Science Foundation of China, Research on the methods and applications of multi-view semi-supervised clustering ensemble, Leader and main researcher

2015-2017Project of National Science and Technology Support Program, Development and Application Demonstration on Cloud Services Platform for Science and Technology Business, Leader and main researcher

2012-2015Project of National Natural Science Foundation of China, Research on the mechanism and efficient algorithms of clustering ensemble based on semi-supervised learning, Leader and main researcher

2013-2013International Cooperation and Exchange Project of National Natural Science Foundation of China, 2013 International Symposium on Biometric and Security Technologies (ISBAST2013), Leader and main investigator

2012-2016Key Project of National Natural Science Foundation of China, Key issues study on the assessment of security state for high-speed train running based onthe monitoring data, Main researcher

2012-2012Project of National Natural Science Foundation of China, Semantic search engine based on intelligent platform built by human and machines, Main researcher

2012-2015Project of National Natural Science Foundation of China, Research on the analysis and early warning mechanism of Tibetan network public opinion based on emergence of swarm intelligence, Researcher

2014-2016Science and Technology Support Program of Sichuan Province, Research on Feature Selection and Semi-supervised Clustering Ensemble Learning on Ultrasonic Image and Ultrasonic Contrast for Thyroid Tumors, Leader and main investigator

2012-2014Project of Research Funds of Traction Power State Key Laboratory of Southwest Jiaotong University, Key Technique Research on Massive Data Processing of High Speed Railway Based on Cloud Computing, Leader and main researcher

2009-2012Project of National Key Technology R&D Program, Study on common basic technology of ride comfort – evaluation of the psychological state of passengers and strategies under the extreme conditions, Main researcher

2011-2012Project of Railway Ministry R&D Program, Prediction analysis and diagnosis technology of high speed railway track state, Main researcher


Last updated on Nov. 1, 2015. Copyright ? 2015 Yan Yang


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PersonalResearchPublicationsAwardsResearch TeamTeachingTo Prospective Students中文
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Selected Papers1. Yan Yang, Tonny Rutayisire, Chao Lin, Tianrui Li, Fei Teng, An Improved Cop-Kmeans Clustering for Solving Constraint Violation Based on MapReduce Framework, Fundamenta Informaticae, 126(4): 301-318, 2013 (SCI, EI)

2. Yan Yang, Wei, Tan Tianrui Li, et al. Consensus Clustering Based on Constrained Self-Organizing Map and Improved Cop-Kmeans Ensemble in Intelligent Decision Support Systems, Knowledge-Based Systems, 32: 101-115, 2012 (SCI, EI)

3. Yan Yang, Chenfei Feng, Zhen Jia, Hongjun Wang, A Link-Based Fuzzy Clustering Ensemble, Journal of University of Electronic Science and Technology of China, 43(6): 887-892, 2014 (EI) (in Chinese)

4. Yan Yang, Xuyao Lu, Dai Qi, Hongjun Wang，Prediction Analysis of the Railway Track State Based on PCA-RBF Neural Network, Foundations and Applications of Intelligent Systems in Advances in Intelligent Systems and Computing Volume 213, pp 99-109, 2014 (EI)

5. Yan Yang, Hongjun Wang, et al. Semi-supervised clustering ensemble based on multi-ant colonies algorithm, 7th International Conference on Rough Sets and Knowledge Technology, LNAI7414, pp 302-309, 2012 (EI)

6. Yan Yang, Xianhua Ni, Hongjun Wang, et al. Parallel Implementation of Ant-based Clustering Algorithm Based on Hadoop, 3rd International Conference on Swarm Intelligence, pp 190-197, 2012(EI)

7. Yan Yang, Fan Jin, Kamel Mohamed, Web document ensemble clustering based on adaptive resonance theory, Journal of Southwest Jiaotong University, 44(1): 26-31, 2009 (EI) (in Chinese)

8. Yan Yang, Kamel Mohamed, An Aggregated Clustering Approach Using Multi-Ant Colonies Algorithms, Pattern Recognition, 39(7): 1278-1289, 2006 (SCI, EI)

9. Yan Yang, Zhaotao Zhang, Combined Clustering Method Based on Threshold and Ant Colony Algorithm, Journal of Southwest Jiaotong University, 41(6): 719-722, 2006 (EI) (in Chinese)

10. Yan Yang, Kamel Mohamed, Fan Jin, Clustering Ensemble Using ANT and ART, Swarm Intelligence and Data Mining, Springer SCI Series, pp 243-264, 2006

11. Yan Yang, Kamel Mohamed, Fan Jin, Topic Discovery from Document using Ant-based Clustering Combination, LNCS3399, pp 100-108, 2005 (SCI, EI)

12. Wenchao Xiao, Yan Yang, Hongjun Wang, Tianrui Li, Huanlai Xing, Semi-supervised Hierarchical Clustering Ensemble and Its Application, Neurocomputing, accept, 2015, DOI: 10.1016/j.neucom.2015.09.009 (SCI, EI)

13. Jipeng Xie, Yan Yang, Hao Wang, Tianrui Li, Weidong Jin, Fault Diagnosis in High-speed Train Running Gears with improved Deep Belief Networks, Journal of Computational Information Systems, accepted, 2015 (EI)

14. Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu, Yi Pan, A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization, IEEE Transactions on Evolutionary Computation, accept, 2015 (SCI, EI)

15. Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang, Mehtab Afzal, Semi-Supervised Evolutionary Ensembles for Web Video Categorization, Knowledge-based Systems, 76: 53-66, 2015 (SCI, EI)

16. Shudong, Huang, Hongjun Wang, Dingcheng Li, Yan Yang, Tianrui Li, Spectral Co-clustering Ensemble, Knowledge-Based Systems, 84: 46-55, 2015 (SCI, EI)

17. Zia-ur Rehman Muhammad, Tianrui Li, Yan Yang, Hongjun Wang, HECES: An Efficient Hyper-Ellipsoidal Clustering Technique for Evolving Data Stream, Knowledge-Based Systems, 70: 3-14, 2014 (SCI, EI)

18. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang, Constraint Neighborhood Projections for Semi-supervised Clustering, IEEE Transactions on Cybernetics, 44(5): 636-643, 2014 (SCI, EI)

19. Hongjun Wang, Yinghui Zhang, Ruihua Nie, Yan Yang, et al，Bayesian image segmentation fusion, Knowledge-Based Systems, 71: 162-168, 2014 (SCI, EI)

20. Wenchao Xiao, Yan Yang, Hongjun Wang, Yingge Xu, Clustering Ensemble and Application in HST Dataset, IEEE International Conference on Data Mining Workshop (ICDMW2014), pp 213-220, 2014 (EI)

21. Jipeng Xie, Yan Yang, Tianrui Li, Weidong Jin, Learning Features from High Speed Train Vibration Signals with Deep Belief Networks, International Joint Conference on Neural Networks (IJCNN2014), pp 2205-2210, 2014 (EI)

22. Jingjing Zhao, Yan Yang, Tianrui Li, Weidong Jin, Application of Empirical Mode Decomposition and Fuzzy Entropy to High-speed Rail Fault Diagnosis, 8th International Conference on Intelligent Systems and Knowledge Engineering, pp 93-103, 2013 (EI)

23. Dahai Chen, Yan Yang, Hongjun Wang, et al. Convergence Analysis of Semi-supervised Clustering Ensemble, 3rd IEEE International Conference on Information Science and Technology, pp 783-788, 2013 (EI)

24. Xuyao Lu, Yan Yang, Hongjun Wang, Selective Clustering Ensemble Based on Covariance, 11th International Conference on Multiple Classifier Systems, LNCS7872, pp 179–189, 2013 (EI)

25. Haishen Wang, Yan Yang, Hongjun Wang, Dahai Chen, Soft-Voting Clustering Ensemble, 11th International Conference on Multiple Classifier Systems, LNCS7872, pp 307–318, 2013 (EI)

26. Amjad Mahmood, Tianrui Li, Yan Yang, et al. Semi-Supervised Cluster Ensemble for Web Video Categorization, 11th International Conference on Multiple Classifier Systems, LNCS7872, pp 190–200, 2013 (EI)

27. Amjad Mahmood, Tianrui Li, Yan Yang, et al., Semi-Supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization, 9th International Conference on Advanced Data Mining and Applications (ADMA 2013), Part II, LNAI 8347, pp. 1–12, 2013(EI)

28. Fei, Teng, Hao Yang, Tianrui Li, Yan Yang, Zhao Li, Scheduling Real-time Workflow on MapReduce-based Cloud, 3rd International Conference on Innovative Computing Technology (INTECH), pp 117-122, 2013 (EI)

29. Shaojie Qiao, Tianrui Li, Yan Yang, et al, Managing uncertainty in web-based social networks, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 20: 147-158, 2012 (SCI, EI)

30. Feifei Huang, Yan Yang, et al. Semi-supervised hierarchical co-clustering, 7th International Conference on Rough Sets and Knowledge Technology, LNAI7414, pp 310-319, 2012 (EI)

31. Jinyuan Zhang, Yan Yang, Hongjun Wang, et al. Semi-supervised clustering ensemble based on collaborative training, 7th International Conference on Rough Sets and Knowledge Technology, LNAI7414, pp 450-455, 2012 (EI)

32. Xianhua Ni, Yan Yang, tonny Rutayisire, Hongjun Wang, A Hybrid Approach to Selecting Informative Constraints for Semi-Supervised Clustering, 10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making, pp 833-838, 2012 (EI)

33. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang, Exemplars-constraints for Semi-supervised Clustering, 8th International Conference on Advanced Data Mining and Applications, pp 115-126, 2012 (EI)

34. Chao Lin, Yan Yang, Tonny Rutayisire, A Parallel Cop-Kmeans Clustering Algorithm Based on MapReduce Framework, 6th International Conference on Intelligent Systems and Knowledge Engineering, pp 93-102, 2011 (EI)

35. Tonny Rutayisire, Yan Yang, Chao Lin, Jinyuan Zhang, A Modified Cop-Kmeans Algorithm Based on Sequenced Cannot-Link Set, LNAI6954, Springer, pp 217-225, 2011 (EI)

36. Hengzheng Kang, Yan Yang, Jintan Chen, An Ensemble Method of Adaptive Multiple Classifiers, 5th International Conference on Intelligent Systems & Knowledge Engineering, pp 215-217, 2010 (EI)

37. Guangxing Li, Yan Yang, Multi-density clustering algorithm based on grid adjacency relation, IEEE Chinese Conference on Pattern Recognition, pp 43-47, 2010 (EI)

Edited Book JingTao Yao , Yan Yang , Slowinski Roman, Greco Salvatore, Huaxiong Li, Mitra Sushmita, Polkowski Lech, Rough Sets and Current Trends in Computing, Springer, ISBN 978-3-642-32114-6, 2012, 8

Guest Editors Tianrui Li, Yan Yang, JingTao Yao, Hung Son Nguyen, et al, Transactions on Rough Sets, 2014 (EI)


Last updated on Nov. 1, 2015. Copyright ? 2015 Yan Yang


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PersonalResearchPublicationsAwardsResearch TeamTeachingTo Prospective Students中文
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Awards1.Academic and Technical Leader Candidate of Sichuan Province, 2010

2. Rutayisire Tonny, Yang Yan, Lin Chao, Zhang Jinyuan, A Modified Cop-Kmeans Algorithm Based on Sequenced Cannot-Link Set, RSKT2011 Best Student Paper Runups, 2011

3.Second and Third Prize of Teaching Achievement Award of Sichuan Province, 2014, 2009

4.First and Second Prize of Teaching Achievement Award at SWJT University, 2012, 2008, 2006

5. Listed in Marquis Who's Who in the World, 2007


Last updated on March 18, 2015. Copyright ? 2015 Yan Yang


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PersonalResearchPublicationsAwardsResearch TeamTeachingTo Prospective Students中文
Yan Yang's Homepage

Research TeamProfessor Yan Yang's research team is as a part of the Key Lab of Cloud Computing & Intelligent Technology, Sichuan Province. The Lab works on a wide diversity of pertinent research areas. It also consists of several professors, researchers and graduate students. It can be visited via http://sist.swjtu.edu.cn/ccit/

Ph.D students

Dongxue Xia (2014)

Hao Wang, Hong Pan (2015)
MSc students

Qiang Deng, Guodong Guan, Yue Wang, Jingjing Zhang, Yu Su, Yi Song, Xiaotao Han, Waleed Mohammed Hussein, Zhonglin Ye (co-supervised by Hongfeng Yin) (2013)

Mengjiao He, Peirui Zhang, Diting Chen, Jinwei Yuan, Chao Guo, Hao Wang (2014)

Yong Yan, Kunlun Zhou, Qi Rao, Wei Zhang, Xiaosheng Huang (2015)
Previous MS Students

Zhaotao Zhang (2002)

Yongquan Jiang, Zhanhua Yang, Yunfeng He (2003)

Yi Liu, Xianjiu Xu, Xiaolong Zhao (2004)

Yanqiu Fu, Di Zhang, Aiping Yue, Bo Liu, Wenliang Rong, Tiangui Rao, Hongyu Lu (2005)

Jie Bai, Zangfu Cai, Shunfu Wang (2006)

Wei Tan, Minghui Tang, Fei Qin, Guangxing Li (2007)

Hengzheng Kang, Wenbin Zhang, Ting Xi, Yuan Mi, Hongyong Wang, Wenbo Zheng (2008)

Jinyuan Zhang, Xianhua Ni, Feifei Huang, Penghua Gu, Bo Huang, Tonny Rutayisire (2009)

Chao Lin, Dahai Chen, Xuyao Lu, Wanting Hu, Hongfeng Zhang, Hongliang Li, Haowei Liao, Yong Zhan (2010)

Haishen Wang, Qi Zhang, Chaoyang Chun, Jingjing Zhao, Yunfang Liu, Yuanzhi Zhang, Huadong Li & Kun Yin (co-supervised by Hongfeng Yin) (2011)

Xiaolong Meng, Tao Wang, Wenchao Xiao, Jipeng Xie, Chenfei Feng, Anjun Wu, Fangzheng Chen, Yingge Xu, Min Zhu (co-supervised by Hongfeng Yin) (2012)





Last updated on Nov. 1, 2015. Copyright ? 2015 Yan Yang


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PersonalResearchPublicationsAwardsResearch TeamTeachingTo Prospective Students中文
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Currently Courses1. Pattern Recognition (Graduate Course, English Teaching, Spring)

2. Intelligence Information Processing and Data Mining (Engineering MSc Course, Fall)

3. Operating Systems (Undergraduate Course, Bilingual Teaching, Fall)

4. Analysis and Design of Operating Systems (Undergraduate Course, Fall)

5. Lectures on Discipline Frontiers of Computer Science (Undergraduate Course, Fall)

6. Introduction and Frontiers of Computer (Freshman Seminar, Fall)





Last updated on March 18, 2015. Copyright ? 2015 Yan Yang


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PersonalResearchPublicationsAwardsResearch TeamTeachingTo Prospective Students中文
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To Prospective StudentsWelcome to join in my research team!

博士后招生专业： 计算机科学与技术

博士研究生招生专业：1.计算机科学与技术

2. 软件工程

硕士研究生招生专业：1.计算机科学与技术

2. 软件工程

3.信号与信息处理


Last updated on March 18, 2015. Copyright ? 2015 Yan Yang


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杨燕的个人主页

欢迎光临 !
基本信息杨燕教授 博导

信息科学与技术学院副院长 ACM 成都分部副主席 四川省云计算与智能技术高校重点实验室 联系方式 通信地址：成都市郫县犀浦镇西南交通大学 电子邮箱：yyang@swjtu.edu.cn 办公电话：** 办公地点：西南交通大学犀浦校区9号楼 网址：http://sist.swjtu.edu.cn/ccit
个人简介 杨燕，女，工学博士，教授，博导，副院长。四川省学术和技术带头人后备人选，国家级特色专业“计算机科学与技术”负责人，云计算与智能技术四川省高校重点实验室副主任，思维与智慧研究所常务副主任。加拿大滑铁卢大学访问学者。主要研究方向为数据挖掘、计算智能、集成学习等。近年来主持承担科技项目10余项，主持国家自然科学基金面上项目2项、国际（地区）合作与交流项目1项，国家科技支撑计划课题项目1项，四川省科技支撑计划项目1项，国家重点实验室研究课题1项；主研国家自然科学基金重点项目1项、委主任基金项目1项，国家科技支撑计划项目1项，铁道部科技计划项目2项。在国内外学术刊物和国际会议上发表研究论文100余篇，主编国际期刊专辑和国际会议论文集各1部。并应邀到国际会议或国内会议做特邀报告，担任多个国际会议的组织委员会主席或程序委员会委员。先后主讲数据结构、操作系统、操作系统分析与设计、模式识别、神经网络及应用等本科或研究生课程，省级精品课程“操作系统”负责人，发表教改论文10余篇，主编教材2本。担任ACM成都分部副主席，IEEE-CS会员，中国计算机学会高级会员和中国人工智能学会高级会员，CCF教育工委委员、人工智能与模式识别专委会委员和理论计算机科学专委会委员，CAAI机器学习专委会委员和粗糙集与软计算专委会委员，四川省计算机学会副秘书长，四川省电子学会大数据产学研委员会副主任。 主要研究方向 1) 计算智能/群体智能 2) 数据挖掘/Web挖掘3) 集成学习/半监督学习 4)云计算/大数据 5)交通信息工程及控制



Last updated on Nov. 1, 2015. Copyright ? 2015 Yan Yang


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鐗堟潈鎵�鏈?漏 2011 鍥涘窛鐪佷簯璁＄畻涓庢櫤鑳芥妧鏈�閲嶇偣瀹為獙瀹� 瑗垮崡浜ら�氬ぇ瀛︿俊鎭�绉戝�︿笌鎶�鏈�瀛﹂�?淇濈暀鎵�鏈夋潈鍒?br />鍦板潃锛氫腑鍥藉洓宸濈渷鎴愰兘甯傝タ鍗椾氦閫氬ぇ瀛?1519# 锛堥偖缂栵細610031锛?br />Key Lab of Cloud Computing & Intelligent Technology, Sichuan Province
Southwest Jiaotong University, Chengdu,, Sichuan Province, 610031, China
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