石勇

       
         强国智库科技顾问
         石勇，教授，博士生导师，国务院参事，发展中国家科学院院士，中国科学院大学经济与管理学院副院长，中国科学院虚拟经济与数据科学研究中心主任，中国科学院大数据挖掘与知识管理重点实验室主任，中国科协第九届全国委员会委员。他被列为Elsevier发布2014和2016中国高被引学者榜单之一、入选汤森路透 (Thomson Reuters) 2016年全球高被引作者（计算机科学领域）。他现在担任"国际信息技术和决策杂志” （SCI, CompuMath, ISI Alerting, Cabell）的创立主编, "数据科学年鉴” （Annals of Data Science）的创立主编。

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  

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 

工作经历  

    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

    2012.01-2017.01,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-今,International Journal of Operations and Quantitative Management区域编辑, International Journal of Operations and Quantitative Management
    2006.05-今,国际运筹学和数量管理杂志责任编辑, 
    2006.05-今,International Journal of Service Science编委, 
    2005.05-今,Information编委, 
    2004.10-今,管理评论主编, 
    2004.05-今,International Journal of Business Intelligence & Data Mining编委, 
    2002.05-今,国际信息技术和决策杂志主编,    

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） uation 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 uation 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 uation 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 uation 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 uation 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 uation 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

参与会议

    （1）Face Recognition Using Affine Subspace Nearest Points Approach   Zhou Xiaofei, Jiang Wenhan, Shi Yong, Tian Yingjie   2009-11-04
    （2）Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear Programming   Zhang Peng, Zhu Xingquan, Shi Yong   2009-11-02
    （3）Predicting Software Defects using Multiple Criteria Linear Programming   Zhao Xiuxiang, Liu Ying, and Yong Shi   2009-10-28
    （4）The Pareto-frontier Solution to the Multi Project Multiple Item Stochastic Chance-Constrained Investment Combination   Jing Yu, Bin Xu, Yong Shi   2009-07-24
    （5）A New Classification Method for PCA-based Face Recognition   Zhou.X, Y. Shi, P. Zhang, G. Nie and W.Jiang   2009-07-24
    （6）A New research Field: Intelligent Knowledge Management   Zhang. L, J. Li, A. Li, P. Zhang, G. Nie and Y. Shi   2009-07-24
    （7）Transfer Knowledge via Relational K-Means Method   Zhang, P., L. Zhang, G. Nie, Y. Zhang and Y. Shi   2009-07-24
    （8）A Survey of Interestingness Measures for Association Rules   Zhang Yuejin, Zhang Lingling, Nie Guangli, Shi Yong   2009-07-24
    （9）PCA-based Face Recognition based on l1NNCH approach   Zhou Xiaofei, Shi Yong, Zhang Peng, Nie Guangli, Jiang Wenhan   2009-07-24
    （10）Research Challenges and Solutions for the Knowledge Overload with Data Mining   Xingsen Li, Lingling Zhang, Zhengxiang Zhu and Yong Shi   2009-07-11
    （11）Predicting a Firm’s Internal Control Weaknesses: Using a Multiple Criteria Linear Programming Data Mining Approach   Kwak, W., Shi, Y., Kou, G.   2009-07-01
    （12）Knowledge Intelligence: A New Field in Business   Guangli Nie, Xiuting Li, Lingling Zhang, Yuejin Zhang, Yong Shi   2009-06-22
    （13）A Simulation Model of Technological Adoption with an Intelligent Agent   Ma Tieju, Chi Chunjie, Chen Jun and Shi Yong   2009-06-22
    （14） A Two-Layer Least Squares Support Vector Machine Approach to Credit Risk Assessment   Liu. J, J. Li, W. Xu and Y. Shi   2009-06-22
    （15）A Study of Protein-protein Interaction Sites Using Rough Set-based Multiple Criteria Linear Programming   77 Chen Ruoying, Zhang Zhiwang, Shi Yong, Wu Di, Zhang Xinyang   2009-06-22
    （16）A Multiple Criteria Quadratic Programming Method for Protein Surface Residues Classification   Chen Ruoying, Zhang Zhiwang, Shi Yong, Wu Di   2009-06-22
    （17）Data Mining Integrated With Domain Knowledge   Huang Anqiang, Zhang Lingling, Zhu Zhengxiang, Shi Yong   2009-06-22
    （18）Data Mining for Customer Segmentation in Personal Financial Market   Wang.G, F. Li, P. Zhang, Y. Tian and Y. Shi   2009-06-22
    （19）Data Mining and Software Trustworthiness: A biographic survey   Peng, Y., G. Kou, Y. Shi   2009-06-22
    （20）Hierarchical Document Clustering Method for Very Large Corpora   Peng, Y., G. Kou, Y. Shi   2009-06-22
    （21）Perspective on Multi-Criteria Decision Analysis, 1985-2008   Peng, Y., G. Kou, Y. Shi   2009-06-22
    （22）A Novel MCQP Approach for Predicting the Distance Range between Interface Residues in Antibody-antigen Complex   Yong Shi，Ruoying Chen，Jia Wan，Xinyang Zhang   2009-06-22
    （23）Research on Ratchet Effects in Enterprises’ Knowledge Sharing based on game models   68 Wang Ying, Zhang Lingling, Zheng Xiuyu, Shi Yong   2009-06-22
    （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 Classification   Peng Zhang , Yingjie Tian, Dongling Zhang, Xingquan Zhu, Yong Shi   2009-06-21
    （26）Mining Knowledge from Multiple Criteria Linear Programming Models   Peng Zhang , Xingquan Zhu, Aihua Li, Lingling Zhang, Yong Shi   2009-06-21
    （27）A Novel Classification Method based L1 Norm Distance   Zhou Xiaofei, Tian Yingjie, Shi Yong   2009-05-27
    （28）Nearest Neighbor Convex Hull Classification Method for Face Recognition   Zhou Xiaofei, Shi Yong, Zhang Peng, Nie Guangli, Jiang Wenhan   2009-05-25
    （29）Knowledge-Rich Data Mining in Financial Risk Detection   Peng, Y., Kou, G., and Shi, Y.    2009-05-25
    （30）Kernel Based Regularized Multiple Criteria Linear Programming Model   Zhang.Y, P. Zhang, and Y. Shi   2009-05-25
    （31）The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical Significance   Zhang, L., Q. Wang, J. Wei, X. Wang and Y. Shi   2009-05-25
    （32）Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing Companies    Wang. Y, P. Zhang, G. Nie and Y. Shi   2009-05-25
    （33）Finding the Hidden Pattern of Credit Card Holder’s Churn: A Case of China   Guangli Nie, Guoxun Wang, Peng Zhang, Yingjie Tian, and Yong Shi   2009-05-25
    （34）Study on the Application of Data Mining Algorithms in Credit Card Management    Aihua, Li, Wenbin Li, Yong Shi   2009-05-23
    （35）An Aggregate Ensemble for Mining Concept Drifting   Zhang Peng, Zhu Xingquan, Shi Yong,Xindong Wu   2009-04-27
    （36）Affine Subspace Nearest Points Classification Algorithm for Wavelet Face Recognition   Zhou Xiaofei, Shi Yong   2009-03-31
    （37）Cleansing Noisy Data Streams   Zhu Xingquan, Zhang Peng, Wu, He, Zhang, Shi Yong   2008-12-15
    （38）A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification Ensembles   Meihong Zhu，Yong Shi，Aihua Li，Peng Zhang   2008-12-09
    （39）A Bias-Variance Analysis of Multiple Criteria Linear Programming   Meihong Zhu, Yong Shi, Aihua Li, Peng Zhang   2008-12-09
    （40）Study on Process Oriented Tacit Knowledge Sharing in Knowledge-Intensive Organizations   Zhang Lingling, Li Jun, Chen Quan, Song Yang, Wang Ying, Shi Yong   2008-10-23
    （41）Study on Dynamic Model and Demonstration analysis for Urban Housing Purchasing Power Measuring   Aihua Li, Yong Shi   2008-09-10
    （42） Categorizing and mining concept drifting data streams   Zhang Peng, Zhu Xingquan, Shi Yong   2008-06-30
    （43）Select Representative Samples for Regularized Multiple-Criteria Linear Programming Classification   Zhang Peng, Tian Yingjie, Li Xingsen, Zhang Zhan, Shi Yong   2008-06-25
    （44）An Optimization-Based Classification Approach with the Non-additive Measure   Yan, Nian, Zhengxin Chen, Rong Liu, and Yong Shi   2008-06-25
    （45）A Rough Set-Based Multiple Criteria Linear Programming Approach for Classification   Zhang Zhiwang, Shi Yong, Zhang Peng, Gao Guangxia   2008-06-24
    （46）A Selection Method of ETF’s Credit Risk uation Indicators   Zhang, Y., Z. Zhou, and Y. Shi   2008-06-23
    （47）A Multi-criteria Decision Support System of Water Resource Allocation Scenarios   Jing He, Yanchun Zhang, Yong Shi   2007-11-28
    （48）Succinct Matrix Approximation and Efficient k-NN Classification   Liu, R. and Y. Shi   2007-10-28
    （49） Active Learning from Data Streams   Zhu Xingquan, Zhang Peng, Shi Yong   2007-10-28
    （50）Active Learning from Data Streams   Zhu, X., P. Zhang, X. Lin and Y. Shi   2007-10-28
    （51）A Regularized Multiple Criteria Linear Program for Classification   Shi, Y., Y. Tian, X. Chen and P. Zhang   2007-10-28
    （52）Utility-based Web Path Traversal Pattern Mining   Zhou, L., Y. Liu, J. Wang and Y. Shi   2007-10-28
    （53）Cluster Analysis and Optimization in Color-Based Clustering for Image Abstract   HE Jing, Guangyan Huang, Yanchun Zhang, Yong Shi   2007-10-28
    （54） E-Business Intelligence Via MCMP-Based Data Mining Methods   14 Peng Yi, Shi Yong, Li Xingsen, Chen Zhengxin, Kou Gang   2007-08-27
    （55）A New Multi-criteria Quadratic-programming Linear Classification Model for VIP E-Mail Analysis   Zhang Peng, Zhang Juliang, Shi Yong   2007-08-14
    （56）Research on Business Process-oriented Knowledge Auditing Model   Zhang Yuejin, Zhang Lingling, Shi Yong   2007-08-03
    （57）The Analysis of Logistic Regression in Customers’Churn of VIP Electronic Mailbox   Han Jingjing, Zhang Lingling, Shi Yong, Li Jun   2007-07-27
    （58）The Production Function Analysis of Technological Activities for Large and Medium-size Industrial Enterprises in China   Han Jingjing, Zhang Lingling, Shi Yong, Li Jun   2007-07-27
    （59）Network Lifetime of Application-Specific Randomly Deployed Wireless Sensor Networks in Arbitrary Sensor Density   HE Jing, Zhang Yanchun, Huang Guangyan, Shi Yong   2007-06-11
    （60）The Characteristic Analysis of Web User Clusters based on Frequent Browsing Patterns   2007年计算科学国际会议   Zhang Zhiwang, Yong Shi   2007-05-27
    （61）Kimberlites Identification by Classification Methods   Chai Yaohui, Li Aihua, Shi Yong   2007-05-27
    （62） Pushing Frequency Constraint to Utility Mining Model   Wang Jing, Liu Ying, Zhou Lin, Shi Yong   2007-05-27
    （63）A Dynamic Committee Sheme on Multiple-Criteria Linear Programming Classification Method   Meihong, Z., Y. Shi, A. Li and J. He   2007-05-27
    （64）epsilon-Support Vector and Large-scale data mining problems   Gang, Peng Yi, Shi Yong and Chen Zhengxin    2007-05-27
    （65）Feature Selection for VIP E-Mail Accounts Analysis   Zhan, Z., Y. Tian and Y. Shi   2007-05-27
    （66）Pushing Frequency Constraint to Utility Mining Model   Jing Wang, Ying Liu, Lin Zhou, Yong Shi, Xingquan Zhu   2007-05-27
    （67）Fuzzy Comprehensive uation Method on Firms Credit Sale Risk   Li.G., Z.Zhou, X. Song, and Y. Shi   2007-05-27
    （68）Application of Classification Methoods to Individual Disability Income Insurance Fraud Detection   Peng, Y., G. Kou, J. Matza, Z. Chen, Deepak Khazanchi ang Yong Shi   2007-05-27
    （69）The Application of Data Mining in Mobile Subscriber Classification   Fu Haiming, Zhang Lingling, Shi Yong   2007-05-07
    （70）Knowledge Management Plantforms and Intelligence Knowledge beyond Data Mining   Shi, Y. and X. Li   2007-01-01
    （71）The Analysis on the Customers Churn of Charge Email Based on Data Mining ——Take One Internet Company for Example   Guangli Nie， Lingling Zhang， Xingsen Li， Yong Shi   2006-12-18