基本信息
石勇男博导经济与管理学院
电子邮件： yshi@ucas.ac.cn
通信地址： 北京市海淀区中关村东路80号青年公寓203
邮政编码： 100190
部门/实验室：经济与管理学院
研究领域大数据与数据科学
运营与管理决策
数据挖掘与智能知识管理
金融工程
信用评分
互联网金融

招生信息
招生专业070103-概率论与数理统计
081203-计算机应用技术
120100-管理科学与工程

招生方向数据挖掘
大数据分析
管理决策


教育背景1988-06--1991-06美国堪萨斯大学管理科学和计算机系统博士

学历 -- 研究生

学位 -- 博士


工作经历
工作简历2015-08~现在,中国科学院虚拟经济与数据科学研究中心,主任
2014-08~现在,中国科学院大数据挖掘与知识管理重点实验室,主任
2007-04~2013-04,中国科学院虚拟经济与数据科学研究中心,常务副主任
2004-07~2007-04,中国科学院数据技术与知识经济研究中心(筹),主任
1991-06~2004-06,美国内布拉斯加州立大学管理学院,助理教授、副教授、讲座教授、系主任和数据挖掘实验室主任

社会兼职2012-01-01-2017-01-01,国际信息技术与量化管理学会主席, 国际信息技术与量化管理学会主席
2012-01-01-今,International Journal of Operations and Quantitative Management区域编辑, International Journal of Operations and Quantitative Management
2006-05-01-今,国际运筹学和数量管理杂志责任编辑,
2006-05-01-今,International Journal of Service Science编委,
2005-05-10-今,Information编委,
2004-10-01-今,管理评论主编,
2004-05-01-今,International Journal of Business Intelligence & Data Mining编委,
2002-05-01-今,国际信息技术和决策杂志主编,


教授课程商业数据挖掘引论
多目标决策理论及其应用
数据挖掘及其应用


出版信息
发表论文（1）Big Data: History, Current Status, and Challenges Going Forward,The Bridge,2015,第1作者
（2）Domestic Systemically Important Banks: A Quantitative Analysis for the Chinese Banking System, Mathematical Problems in Engineering,2014,第2作者
（3）How Does Credit Portfolio Diversification Affect Banks Return and Risk Evidence from Chinese Listed Commercial Banks,Technological and Economic Development of Economy,2014,第2作者
（4）Successive Overrelaxation For Laplacian Support Vector Machine,IEEE Transaction On Neural Networks And Learning Systems,2014,第3作者
（5）A new classification model using privileged information and its application,Neurocomputing,2014,第3作者
（6）A nonparallel support vector machine for a classification problem with universum learning,Computational Applied Mathematics ,2014,第3作者
（7）Regularized multiple-criteria linear programming with universum and its application,Neural Computing and Applications,2014,第3作者
（8）Improved Twin Support Vector Machine,Science China Mathematics,2014,第4作者
（9）Customer Churn Prediction Based on Feature Clustering and Nonparallel Support Vector Machine,International Journal of Information Technology and Decision Making,2014,第2作者
（10）基于 SVR 的中国金融状况指数研究,管理评论,2014,第4作者
（11）An Alternative Approach for The Classification of Orange Varieties Based On Near Infrared Spectroscopy,Computers and Electronics in Agriculture,2013,通讯作者
（12）Robust Twin Support Vector Machine for Pattern Classification,Pattern Recognition,2012,第3作者
（13）Laplacian twin support vector machine for semi-supervised classification,Neural Networks,2012,第3作者
（14）A Multicriteria Decision Making Approach for Estimating the Number of Clusters in a Data Set,PLoS One,2012,第4作者
（15）Multi-Level Opinion Dynamics under Bounded Confidence,PLoS One,2012,第4作者
（16）Structural Regular Multiple Criteria Linear Programming for Classification Problem,International Journal of Computers, Communications and Control,2012,第2作者
（17）Training The Max-Margin Sequence Model with The Relaxed Slack Variables,Neural Networks,2012,第3作者
（18）A Bug Detection Model in Process Monitoring for Trustworthy Software,Journal of Computational Information System,2012,第4作者
（19）A Framework For Application-Driven Classification of Data Streams,Neurocomputing,2012,第4作者
（20）Evaluation of Classification Algorithms using MCDM and Rank Correlation,International Journal of Information Technology and Decision Making,2012,第4作者
（21）A Conceptual Snapshot of The First Decade (2002-2011) of The International Journal of Information Technology and Decision Making,International Journal of Information Technology and Decision Making,2012,通讯作者
（22）Classifier Evaluation for Software Defect Prediction,Studies in Informatics and Control,2012,第3作者
（23）An Integrated Feature Selection and Classification Scheme,Studies in Informatics and Control,2012,通讯作者
（24）Distributed Data Possession Checking for Securing Multiple Replicas in Geographically Dispersed Clouds,Journal of Computer and System Sciences,2012,第4作者
（25）A Nonlinear Multiregression Model Based on the Choquet Integral with a Quadratic Core,International Journal Granular Computing, Rough Sets and Intelligent Systems,2012,第3作者
（26）Further Discussions on induced bias matrix model of the Pair-wise Comparison Matrix,Journal of Optimization Theory and Applications,2012,通讯作者
（27）Using Non-Additive Measure for Optimization-Based Nonlinear Classification,American Journal of Operations Research,2012,第3作者
（28）Error Correction Method in Classification by Using Multiple-Criteria and Multiple-Constraint Levels Linear Programming,International Journal of Computers, Communications and Control,2012,第2作者
（29）Consistency in Emergency Management,International Journal of Computers, Communications and Control,2012,通讯作者
（30）Recent Advances on Support Vector Machines Research,Technological and Economic Development of Economy,2012,第2作者
（31）An Integrated Feature Selection and Classification Scheme,Studies in Informatics and Control,2012,通讯作者
（32）A Group of Knowledge-Incorporated Multiple Criteria Linear Programming Classifier,Journal of Computational and Applied Mathematics,2012,第3作者
（33）Efficient Railway Tracks Detection and Turnouts Recognition Method Using HOG Features,Neural Computing and Applications,2012,第3作者
（34）Efficient Sparse Least Squares Support Vector Machines for Pattern Classification, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2012),2012,第4作者
（35）The Analysis of Peasant Households Credit Behavior,Procedia Computer Science 9(2012),2012,通讯作者
（36）Regularized Multiple Criteria Linear Programming via Linear Programming,Procedia Computer Science 9(2012),2012,第3作者
（37）Multi-Instance Classification Based on Regularized Multiple Criteria Linear Programming,Neural Computing and Applications,2012,第3作者
（38）Entity Disambiguation with Textual and Connection Information,Procedia Computer Science 9(2012),2012,第3作者
（39）Multicriteria Decision Making Approach for Cluster Validation,Procedia Computer Science 9(2012),2012,通讯作者
（40）Domain Knowledge Based Personalized Recommendation Model and Its Application in Cross-selling,Procedia Computer Science 9(2012),2012,通讯作者
（41）A Modified Clustering Method Based on Self-Organizing Maps and Its Applications,Procedia Computer Science 9(2012),2012,第3作者
（42）An improvement of choosing map-join candidates in Hive,Procedia Computer Science 9(2012),2012,第2作者
（43）Rgularized Multiple Criteria Second Order Cone Programming Formulations,KDD (DMIKM),2012,第3作者
（44）加权的Lq自适应最小二乘支持向量机分类器-鲁棒和稀疏逼近,A Weighted Lq Adaptive Least Squares Support Vector Machine Classifiers – Robust and Sparse Approximation,Expert Systems with Applications,2011,第4作者
（45）一个基于模糊线性规划的分类方法,A Fuzzy linear programming-based classification method,International Journal of Information Technology and Decision Making,2011,第2作者
（46）基于严格的评估和预测的序列和结构的功能集成热点,Rigorous Assessment and Integration of The Sequence and Structure Based Features to Predict Hot Spots,BMC Bioinformatics,2011,通讯作者
（47）中国已为其经济经济增长支付的实际成本是多少,How Much Real Cost Has China Paid for Its Economic Growth,Sustainability Science,2011,第3作者
（48）一个提高ANP中成对比较矩阵一致性比率的简单方法,A Simple Method to Improve the Consistency Ratio of the Pair-wise Comparison Matrix in ANP,European Journal of Operational Research,2011,第4作者
（49）基于Logistic回归和决策树的信用卡流失预测,Credit Card Churn Forecasting By Logistic Regression and Decision Tree,Expert Systems with Applications,2011,通讯作者
（50）基于内核基于仿射子空间最近点学习方法的信贷风险评估,Credit Risk Evaluation with Kernel-based Affine Subspace Nearest Points Learning Method,Expert Systems With Applications,2011,第3作者
（51）FAMCDM：一个多目标决策多分类排名算法的融合方法,FAMCDM: A Fusion Approach of MCDM Methods to Rank Multiclass Classification Algorithms,Omega: The International Journal of Management Science,2011,第4作者
（52）组合的软件缺陷预测：一个基于AHP的评价方法,Ensemble of software defect predictors: an AHP-based evaluation method,International Journal of Information Technology and Decision Making,2011,通讯作者
（53）一个财务风险预测的分类算法评价的实证研究,An Empirical Study of Classification Algorithm Evaluation for Financial Risk Prediction,Applied Soft Computing,2011,第4作者
（54）BIMM：一个不完全交互成对比较矩阵的偏诱发矩阵模型,BIMM: A Bias Induced Matrix Model for Incomplete Reciprocal Pairwise Comparison Matrix,Journal of Multi-Criteria Decision Analysis,2011,第4作者
（55）应用粗糙集的蛋白质序列预测,Prediction of protein interaction hot spots using rough set-based multiple,Journal of Theoretical Biology,2011,通讯作者
（56）基于多目标优化的数据挖掘算法和应用,Multiple criteria optimization-based data mining methods and applications: a systematic survey,Knowledge and Information Systems,2010,第1作者
（57）知识转移和共享在制造业EPR实现的研究,Research on Knowledge Transfer and sharing in the Implement of Manufacturing EPR,Applied Mechanics and Materials,2010,通讯作者
（58）噪声数据流挖掘的鲁棒集成学习,Robust Ensemble Learning for Mining Noisy Data Streams,Decision Support Systems,2010,第3作者
（59）基于优化权重分类器组合的流数据主动学习,Active Learning from Stream Data Using Optimal Weight Classifier Ensemble,IEEE Transactions on System Man Cybernetics -Part B,2010,第4作者
（60）基于多目标和多约束水平规划的智能信用评分领域驱动分类,Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit Scoring,IEEE Transactions on Knowledge and Data Engineering,2010,第3作者
（61）带有概率度量时滞的离散随机神经网络的鲁棒状态估计,Robust State Estimation for Discrete-Time Stochastic Neural Networks with Probabilistic Measurement Delays,Neurocomputing,2010,第4作者
（62）基于抽样方法的SVM在人脸识别中的应用,Kernel Subclass Convex Hull Sample Selection Method for SVM on Face Recognition,Neurocomputing, forthcoming,2010,第4作者
（63）An effective classification approach based on fuzzy set and multiple criteria linear programming,Journal of Data Analysis,2009,
（64）Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection,Information Sciences,2009,
（65）Problems and systematic Solutions in Data Quality,International Journal of Services Sciences,2009,
（66）A Class of Classification and Regression Methods by Multi-objective Programming,Frontiers of Computer Science in China,2009,
（67）三种分类算法的比较研究:MCLP, LDA 和C5.0,中国科学院研究生院学报,2009,
（68）Regularized multiple criteria linear programs for classi？cation,Science in China Series F: Information Sciences,2009,
（69）A Multiple Criteria and Multiple Constraints Mathematical Programming Model for Classification,Communications in Computer and Information Science,2009,
（70）A Rough Set-based Multiple Criteria Linear Programming Approach for the Medial Diagnosis and Prognosis,Expert Systems with Applications,2009,
（71）Foundations of Intelligent Knowledge Management,The Journal of Human Systems Management,2009,
（72）Decision Analysis of Data Mining Project Based on Bayesian Risk,Expert Systems with Applications,2009,
（73）MCLP-based Methods for Improving “Bad” Catching Rate in Credit Cardholder Behavior Analysis,Applied Soft Computing,2008,
（74）动态住房购买力测算模型及实证分析,中国管理科学,2008,
（75）A Rough Set-based Multiple Criteria Linear Programming Approach for Improving Classification Performance,International Journal of Operations and Quantitative Management,2008,
（76）Supportive instances for Regularized Multiple Criteria Linear Programming Classification,International Journal of Operations and Quantitative Management,2008,
（77）Global and Local Bagging Approach for Classifying Noisy Dataset,International Journal of Software and Informatics,2008,
（78）A Multi-criteria Convex Quadratic Programming model for credit data analysis ,Decision Support Systems,2008,
（79）A Fuzzy Linear Programming Method and Application for Data Classification,Journal of Intelligent and Fuzzy Systems,2008,
（80）ampling Based Succinct Matrix Approximation,Statistics Probability Letters,2008,
（81）A Way to Improving Knowledge Sharing: from the Perspective of Knowledge Potential,Journal of Service Science and Management,2008,
（82）Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface,International Journal of Computer Mathematics,2007,
（83）A Multi-Dimensional Forward Selection Method for Firms’ Credit Sale,Computers Mathematics with Applications,2007,
（84）Dynamic Computable General Equilibrium Model and Sensitivity Analysis for Shadow Price of Water Resource in China,Water Resources Management,2007,
（85）Developing Mining-Grid Centric E-Finance Portals For Risk Management and Decision Making,International Journal of Pattern Recognition and Artificial Intelligence ,2007,
（86）Study on a Process-Oriented Knowledge Management Model,International Journal of Knowledge and Systems Sciences,2007,
（87）Research on Evaluation Model of Organizational Knowledge Assets,Journal of Information Knowledge Management ,2007,

发表著作（ 1 ） 多目标多约束水平线性规划：概念，技术和应用,Multiple Criteria Multiple Constraint-level (MC2) Linear Programming: Concepts, Techniques and Applications,World Scientific Publishing,2001-05,第1作者
（ 2 ） 多目标线性决策系统:理论及应用,Multiple Criteria Linear Program mining Decision Systems: Theory and Applications,高等教育出版社,2007-05,第1作者
（ 3 ） 跨学科的数据通信和发现,Communications and Discoveries from Multidisciplinary Data,Springer,2008-01,第5作者
（ 4 ） 多目标决策中的尖端研究课题,Cutting-Edge Research Topics on Multiple Criteria Decision Making,Springer,2009-07,第1作者
（ 5 ） 中国的现实与全球视野,China’s Reality and Global Vision,World Scientific Publishing,2009-10,第4作者
（ 6 ） 最优化数据挖掘：理论与应用,Optimization based Data Mining: Theory and Applications,Springer,2011-05,第1作者
（ 7 ） AHP/ ANP的数据处理,Data Processing for the AHP/ANP,Springer,2012-05,第4作者


科研活动
科研项目（ 1 ） 创新群体项目, 主持,国家级,2010-06--2012-06
（ 2 ） 创新团队国际合作伙伴计划, 主持,部委级,2010-06--2013-06
（ 3 ） 基于数据科学的虚拟经济团队, 主持,部委级,2010-06--2013-06
（ 4 ） 国际(地区)合作与交流项目, 主持,国家级,2012-06--2016-06
（ 5 ） 大数据环境下的管理决策创新研究, 主持,国家级,2014-01--2018-12
（ 6 ） 面向管理决策的非结构化大数据分析方法与关键技术, 主持,国家级,2016-01--2019-12

参与会议（1）Face Recognition Using Affine Subspace Nearest Points ApproachZhou Xiaofei, Jiang Wenhan, Shi Yong, Tian Yingjie2009-11-04
（2）Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear ProgrammingZhang Peng, Zhu Xingquan, Shi Yong2009-11-02
（3）Predicting Software Defects using Multiple Criteria Linear ProgrammingZhao Xiuxiang, Liu Ying, and Yong Shi2009-10-28
（4）The Pareto-frontier Solution to the Multi Project Multiple Item Stochastic Chance-Constrained Investment CombinationJing Yu, Bin Xu, Yong Shi2009-07-24
（5）A New Classification Method for PCA-based Face RecognitionZhou.X, Y. Shi, P. Zhang, G. Nie and W.Jiang2009-07-24
（6）A New research Field: Intelligent Knowledge ManagementZhang. L, J. Li, A. Li, P. Zhang, G. Nie and Y. Shi2009-07-24
（7）Transfer Knowledge via Relational K-Means MethodZhang, P., L. Zhang, G. Nie, Y. Zhang and Y. Shi2009-07-24
（8）A Survey of Interestingness Measures for Association RulesZhang Yuejin, Zhang Lingling, Nie Guangli, Shi Yong2009-07-24
（9）PCA-based Face Recognition based on l1NNCH approachZhou Xiaofei, Shi Yong, Zhang Peng, Nie Guangli, Jiang Wenhan2009-07-24
（10）Research Challenges and Solutions for the Knowledge Overload with Data MiningXingsen Li, Lingling Zhang, Zhengxiang Zhu and Yong Shi2009-07-11
（11）Predicting a Firm’s Internal Control Weaknesses: Using a Multiple Criteria Linear Programming Data Mining ApproachKwak, W., Shi, Y., Kou, G.2009-07-01
（12）Knowledge Intelligence: A New Field in BusinessGuangli Nie, Xiuting Li, Lingling Zhang, Yuejin Zhang, Yong Shi2009-06-22
（13）A Simulation Model of Technological Adoption with an Intelligent AgentMa Tieju, Chi Chunjie, Chen Jun and Shi Yong2009-06-22
（14） A Two-Layer Least Squares Support Vector Machine Approach to Credit Risk AssessmentLiu. J, J. Li, W. Xu and Y. Shi2009-06-22
（15）A Study of Protein-protein Interaction Sites Using Rough Set-based Multiple Criteria Linear Programming77Chen Ruoying, Zhang Zhiwang, Shi Yong, Wu Di, Zhang Xinyang2009-06-22
（16）A Multiple Criteria Quadratic Programming Method for Protein Surface Residues ClassificationChen Ruoying, Zhang Zhiwang, Shi Yong, Wu Di2009-06-22
（17）Data Mining Integrated With Domain KnowledgeHuang Anqiang, Zhang Lingling, Zhu Zhengxiang, Shi Yong2009-06-22
（18）Data Mining for Customer Segmentation in Personal Financial MarketWang.G, F. Li, P. Zhang, Y. Tian and Y. Shi2009-06-22
（19）Data Mining and Software Trustworthiness: A biographic surveyPeng, Y., G. Kou, Y. Shi2009-06-22
（20）Hierarchical Document Clustering Method for Very Large CorporaPeng, Y., G. Kou, Y. Shi2009-06-22
（21）Perspective on Multi-Criteria Decision Analysis, 1985-2008Peng, Y., G. Kou, Y. Shi2009-06-22
（22）A Novel MCQP Approach for Predicting the Distance Range between Interface Residues in Antibody-antigen ComplexYong Shi，Ruoying Chen，Jia Wan，Xinyang Zhang2009-06-22
（23）Research on Ratchet Effects in Enterprises’ Knowledge Sharing based on game models68Wang Ying, Zhang Lingling, Zheng Xiuyu, Shi Yong2009-06-22
（24）Nonlinear Knowledge in Kernel-based Multiple Criteria Linear Programming Classifier张东玲，田英杰，石勇2009-06-22
（25）A Multiple Criteria and Multiple Constraints Mathematical Programming Model for ClassificationPeng Zhang , Yingjie Tian, Dongling Zhang, Xingquan Zhu, Yong Shi2009-06-21
（26）Mining Knowledge from Multiple Criteria Linear Programming ModelsPeng Zhang , Xingquan Zhu, Aihua Li, Lingling Zhang, Yong Shi2009-06-21
（27）A Novel Classification Method based L1 Norm DistanceZhou Xiaofei, Tian Yingjie, Shi Yong2009-05-27
（28）Nearest Neighbor Convex Hull Classification Method for Face RecognitionZhou Xiaofei, Shi Yong, Zhang Peng, Nie Guangli, Jiang Wenhan2009-05-25
（29）Knowledge-Rich Data Mining in Financial Risk DetectionPeng, Y., Kou, G., and Shi, Y. 2009-05-25
（30）Kernel Based Regularized Multiple Criteria Linear Programming ModelZhang.Y, P. Zhang, and Y. Shi2009-05-25
（31）The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical SignificanceZhang, L., Q. Wang, J. Wei, X. Wang and Y. Shi2009-05-25
（32）Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing CompaniesWang. Y, P. Zhang, G. Nie and Y. Shi2009-05-25
（33）Finding the Hidden Pattern of Credit Card Holder’s Churn: A Case of ChinaGuangli Nie, Guoxun Wang, Peng Zhang, Yingjie Tian, and Yong Shi2009-05-25
（34）Study on the Application of Data Mining Algorithms in Credit Card Management Aihua, Li, Wenbin Li, Yong Shi2009-05-23
（35）An Aggregate Ensemble for Mining Concept DriftingZhang Peng, Zhu Xingquan, Shi Yong,Xindong Wu2009-04-27
（36）Affine Subspace Nearest Points Classification Algorithm for Wavelet Face RecognitionZhou Xiaofei, Shi Yong2009-03-31
（37）Cleansing Noisy Data StreamsZhu Xingquan, Zhang Peng, Wu, He, Zhang, Shi Yong2008-12-15
（38）A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification EnsemblesMeihong Zhu，Yong Shi，Aihua Li，Peng Zhang2008-12-09
（39）A Bias-Variance Analysis of Multiple Criteria Linear ProgrammingMeihong Zhu, Yong Shi, Aihua Li, Peng Zhang2008-12-09
（40）Study on Process Oriented Tacit Knowledge Sharing in Knowledge-Intensive OrganizationsZhang Lingling, Li Jun, Chen Quan, Song Yang, Wang Ying, Shi Yong2008-10-23
（41）Study on Dynamic Model and Demonstration analysis for Urban Housing Purchasing Power MeasuringAihua Li, Yong Shi2008-09-10
（42） Categorizing and mining concept drifting data streamsZhang Peng, Zhu Xingquan, Shi Yong2008-06-30
（43）Select Representative Samples for Regularized Multiple-Criteria Linear Programming ClassificationZhang Peng, Tian Yingjie, Li Xingsen, Zhang Zhan, Shi Yong2008-06-25
（44）An Optimization-Based Classification Approach with the Non-additive MeasureYan, Nian, Zhengxin Chen, Rong Liu, and Yong Shi2008-06-25
（45）A Rough Set-Based Multiple Criteria Linear Programming Approach for ClassificationZhang Zhiwang, Shi Yong, Zhang Peng, Gao Guangxia2008-06-24
（46）A Selection Method of ETF’s Credit Risk Evaluation IndicatorsZhang, Y., Z. Zhou, and Y. Shi2008-06-23
（47）A Multi-criteria Decision Support System of Water Resource Allocation ScenariosJing He, Yanchun Zhang, Yong Shi2007-11-28
（48）Succinct Matrix Approximation and Efficient k-NN ClassificationLiu, R. and Y. Shi2007-10-28
（49） Active Learning from Data StreamsZhu Xingquan, Zhang Peng, Shi Yong2007-10-28
（50）Active Learning from Data StreamsZhu, X., P. Zhang, X. Lin and Y. Shi2007-10-28
（51）A Regularized Multiple Criteria Linear Program for ClassificationShi, Y., Y. Tian, X. Chen and P. Zhang2007-10-28
（52）Utility-based Web Path Traversal Pattern MiningZhou, L., Y. Liu, J. Wang and Y. Shi2007-10-28
（53）Cluster Analysis and Optimization in Color-Based Clustering for Image AbstractHE Jing, Guangyan Huang, Yanchun Zhang, Yong Shi2007-10-28
（54） E-Business Intelligence Via MCMP-Based Data Mining Methods14Peng Yi, Shi Yong, Li Xingsen, Chen Zhengxin, Kou Gang2007-08-27
（55）A New Multi-criteria Quadratic-programming Linear Classification Model for VIP E-Mail AnalysisZhang Peng, Zhang Juliang, Shi Yong2007-08-14
（56）Research on Business Process-oriented Knowledge Auditing ModelZhang Yuejin, Zhang Lingling, Shi Yong2007-08-03
（57）The Analysis of Logistic Regression in Customers’Churn of VIP Electronic MailboxHan Jingjing, Zhang Lingling, Shi Yong, Li Jun2007-07-27
（58）The Production Function Analysis of Technological Activities for Large and Medium-size Industrial Enterprises in ChinaHan Jingjing, Zhang Lingling, Shi Yong, Li Jun2007-07-27
（59）Network Lifetime of Application-Specific Randomly Deployed Wireless Sensor Networks in Arbitrary Sensor DensityHE Jing, Zhang Yanchun, Huang Guangyan, Shi Yong2007-06-11
（60）The Characteristic Analysis of Web User Clusters based on Frequent Browsing Patterns2007年计算科学国际会议Zhang Zhiwang, Yong Shi2007-05-27
（61）Kimberlites Identification by Classification MethodsChai Yaohui, Li Aihua, Shi Yong2007-05-27
（62） Pushing Frequency Constraint to Utility Mining ModelWang Jing, Liu Ying, Zhou Lin, Shi Yong2007-05-27
（63）A Dynamic Committee Sheme on Multiple-Criteria Linear Programming Classification MethodMeihong, Z., Y. Shi, A. Li and J. He2007-05-27
（64）epsilon-Support Vector and Large-scale data mining problemsGang, Peng Yi, Shi Yong and Chen Zhengxin 2007-05-27
（65）Feature Selection for VIP E-Mail Accounts AnalysisZhan, Z., Y. Tian and Y. Shi2007-05-27
（66）Pushing Frequency Constraint to Utility Mining ModelJing Wang, Ying Liu, Lin Zhou, Yong Shi, Xingquan Zhu2007-05-27
（67）Fuzzy Comprehensive Evaluation Method on Firms Credit Sale RiskLi.G., Z.Zhou, X. Song, and Y. Shi2007-05-27
（68）Application of Classification Methoods to Individual Disability Income Insurance Fraud DetectionPeng, Y., G. Kou, J. Matza, Z. Chen, Deepak Khazanchi ang Yong Shi2007-05-27
（69）The Application of Data Mining in Mobile Subscriber ClassificationFu Haiming, Zhang Lingling, Shi Yong2007-05-07
（70）Knowledge Management Plantforms and Intelligence Knowledge beyond Data MiningShi, Y. and X. Li2007-01-01
（71）The Analysis on the Customers Churn of Charge Email Based on Data Mining ——Take One Internet Company for ExampleGuangli Nie， Lingling Zhang， Xingsen Li， Yong Shi2006-12-18


合作情况
项目协作单位

指导学生已指导学生
朱梅红**
印为**
王惊**
韩子寅**
韩晶晶**
刘静丹**
李延明**
李兴森**
李军**
卫婕**
刘荣**
周琳**
柴耀晖**
张展**
张志旺**
欧阳忠滨**
张东玲**
张鹏**
张悦今**
赵修湘**
张跃华**
王颖**
钱子琪**
陈若颖**
王锐**
阴法超**
高凤娟**
王勇**
楚静**
聂广礼**
李银华**
刘成城**
杨乐**
王烨**
黄国栋**
汪波**
侯立宏**
王芳**
陈兰欢**
马瑞**
王悦庭**
赵熙**
董娟**
芦璇**
谷春野**
陈懿冰**
杨卓凡**
张强**
罗亮**
易斯琦**
鲁晓琳**
刘冠军**
张建锋**
现指导学生
艾尔肯江·阿布力提甫**
马福海**
李佩佳**
崔荔蒙**
鲍廷祥**
闵宜仁**
刘芳芳**
唐静**
汪华东**
孟凡**
郭晨曦**
孟阳**
张金兰**
伏伟静**
刘睿思**
宋金星**
吉春丽**
李聪**
李炜**
苗建雨**
陈振松**
王中兴**
卢岚**
魏峥**
朱璐瑶 **
雷名龙**
郑元春**
刘佳斌**
何逸纬**
吴国强**
唐也然**