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寇纲老师介绍
姓名：寇 纲 性别：男 E-mail：kougang@uestc.edu.cn
系别：管理科学与电子商务系 职称：教授 职务：风险分析与数据科学研究中心常务副主任
学历：博士 电话：83206587
研究方向：数据挖掘、信息管理、数据库、决策支持、文本挖掘和信息获取、 软件缺陷管理、财务数据和信用卡风险分析、计算机网络监控及入侵探测系统,、医疗保险诈骗分析、生物信息学等
教育背景
中国清华大学物理专业学士
美国内布拉斯加州立大学计算机专业硕士
美国内布拉斯加州立大学信息技术博士
美国伊利诺伊大学Urbana-Champaign分校数据库和信息系统试验室访问学者
执行主编，International Journal of Information Technology & Decision Making（SCI期刊）
理事兼副秘书长，中国灾害防御协会风险分析专业委员会
兼职研究员，中国科学院虚拟经济与数据科学研究中心
教学情况
你以前所学专业和考试成绩对我不重要，我希望招收对科学研究有兴趣的学生，尤其是在计算机编程、数学和统计学、英文阅读能力中某一方面能力突出的学生。
教员,美国Peter Kiewit Institute,2002年-2005年
讲授课程：Introduction to Applied Statistics for Information Science & Technology -CIST 2500
助教课程：Data Warehousing-Theory & Practice-ISQA8700,Data Warehousing & Data mining-ISQA4890
科研情况
?客座主编,2011年Information Sciences(SCI期刊)的数据挖掘与软件可信性专刊, 2011
?客座主编,Decision Support Systems (SCI期刊)上多目标决策与决策支持系统专刊, 2010
?客座主编,Journal of Multi Criteria Decision Analysis上多目标决策分析专刊, 2010
?主持电子科技大学青年科技基金项目：“软件缺陷数据库和基于数据挖掘的软件缺陷检测系统”
?主持电子科技大学引进人才科研启动项目：“软件缺陷度量评估及管理方案”
?主持Westlaw NextGen project-为世界最大的法律专业数据平台研发下一代的搜索引擎
?主持Data mining project-为法律从业者研发一系列的数据分析工具
?参与国家自然科学基金创新群体 “数据挖掘与智能知识管理：理论及应用研究 ”,#70621001
?参与国家自然科学基金 “ 多目标非线性规划数据挖掘方法及其应用 ” , #70472074
?参与国家自然科学基金重点项目“最优化与数据挖掘”,#70531040
?参与国家科技部 973 “ 抗体分子结构功能进化研究 ”课题, #2004CB720103.
?参与国外某公司 “数据挖掘在石油勘探中的应用”
?参与某公司“电子邮件VIP客户分析” 项目
?参与国外某公司健康保险分类分析特别调查项目
?参与国外某公司用数据挖掘分析个人残障失业保险项目
?参与国外某公司研发信用卡账目管理决策支持系统
?参与美国国防部及空军研究院,交叉学科跨大学共同研究项目：下一代信息安全防范及处理系统
寇纲的数据挖掘咨询经历涵盖商业和学术项目的各个阶段(商业模式理解、数据理解、数据准备、建模、评价和项目实施)并获得或参与过美国国防部及数个世界财富500强公司的数据挖掘项目或基金。
他共发表47篇学术论文和著作章节，其中SCI索引收录14篇，EI索引收录14篇。同时，寇纲是十余种学术期刊及会议学术的特邀评审员；应邀担任过多个国际学术会议的特邀/主题演讲人和分会主席；他还担任2007年国际数据挖掘大会（IEEE ICDM2007）数据挖掘竞赛共同主席， 2009年国际多目标决策大会（20th MCDM）程序委员会共同主席和2009年第5届国际网络计算和信息管理大会程序委员会共同主席。
备 注
个人网页： http://sites.google.com/site/kougang/
近年部分学术期刊论文(Refereed Journal Articles):
1. Kou, G., Peng, Y., Chen, Z., and Shi, Y., “Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection” , Information Sciences, Volume 179, Issue 4, Page 371–381, Feb 2009 (SCI)
2. Peng, Y., Kou, G., Shi, Y., and Chen, Z., “A Descriptive Framework for the Field of Data Mining and Knowledge Discovery” , International Journal of Information Technology and Decision Making, Vol. 7, Issue: 4, Page 639 – 682, 2008 (SCI, SSCI)
3. Peng, Y., Kou, G., Shi, Y., and Chen, Z., “A Multi-criteria Convex Quadratic Programming model for Credit Data Analysis” Decision Support Systems,Volume 44, Issue 4, March 2008, p.1016-1030 (SCI, SSCI, EI, INSPEC) http://dx.doi.org/10.1016/j.dss.2007.12.001
4. Kou, G., Yi Peng, Yong Shi and Zhengxin Chen, “Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques”, ISSN:1683-1470, Data Science Journal, Vol. 6 (Aug 2007), p S429-S434 (EI) http://www.jstage.jst.go.jp/article/dsj/6/0/S429/_pdf
5. Jianping Li, Zhenyu Chen, Liwei Wei, Weixuan Xu, Gang Kou,“Feature Selection Via Least Squares Support Feature Machine”, International Journal of Information Technology and Decision Making, Vol. 6, Issue: 4 (Dec 2007) p 671-686. (SCI, SSCI) http://db.worldscinet.com/worldscientific/search.nsp?query7=gang+kou
6. Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Zhiwei Cao and Yajun Guo “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, Volume 84, Issue 5, May 2007 , p 697 - 707 (SCI, EI) http://www.informaworld.com/smpp/content~content=a780341777~db=all~order=page
7. Kwak W., Shi Y., Eldridge S. and Kou, G. “Bankruptcy Prediction for Japanese Firms: Using Multiple Criteria Linear Programming Data Mining Approach” International Journal of Business Intelligence and Data Mining Vol. 1, No. 4, 2006, p 401-416. (INSPEC) http://www.inderscience.com/search/index.php?action=record&rec_id=10782
8. Shi, Y., Peng, Y., Kou, G. and Chen, Z. “Classifying Credit Card Accounts for Business Intelligence and Decision Making: A Multiple-Criteria Quadratic Programming Approach” International Journal of Information Technology and Decision Making, Vol. 4, No. 4 (2005) 1-19. (SCI, SSCI) http://db.worldscinet.com/worldscientific/search.nsp?query7=gang+kou
9. Kou, G., Y. Peng, Y. Shi, M. Wise and W. Xu, “Discovering Credit Cardholders’ Behavior by Multiple Criteria Linear Programming” Annals of Operations Research 135 (1): 261-274, 2005 (SCI, SSCI, ISTP ,INSPEC)
学术活动和任职(Academic Activities)
?Managing Editor, International Journal of Information Technology & Decision Making, 2008-Now.
?Guest Editor, Information Sciences (2011).
?Guest Editor, Decision Support Systems (2010).
?Guest Editor, Journal of Multi Criteria Decision Analysis (2010).
?Keynote speaker, NCM 2009: 5th International Joint Conference on INC, ICM and IDC
?Program Committee Co-Chair, the 20th International Conference on Multiple Criteria Decision Making (2009).
?Program Committee Co-Chair, NCM 2009: 5th International Joint Conference on INC, ICM and IDC.
?Workshop chair in several international conferences, such as MCDM 2009, NCM 2008, ICCS 2007.
?Data Mining contest Co-Chair, The Seventh IEEE International Conference on Data Mining 2007.
?Member of International Advisory Council of Int. Conf. on Technology and Business Management by International Forum of Management Scholars (INFOMS)
?Ad hoc reviewer for:
Applied Mathematical Modelling， 2009
Information Sciences， 2009
Management Research News, 2008
IBM Systems Journal, 2007
International Journal of Computer Mathematics, 2006
Applied Stochastic Models in Business and Industry, 2006
International Journal of Information Technology & Decision Making, 2001-2009
The Review of Quantitative Finance and Accounting, 2005
European Journal of Operational Research, 2005
IEEE Transactions on Reliability, 2004, 2005
Computers and Mathematics with Applications, 2005
Applied Mathematics Letters, 2005
International Conference on Computational Science, 2003-2006
International Journal of Information Technology & Management, (IJITM) 2004.
Chinese Academic of Science Data Mining and Knowledge Management, Beijing 2004.
Decision Support Systems, 2004
Mathematical & Computer Modeling, 2004
Future Generation Computer Systems, 2003
系别：管理科学与电子商务系 职称：教授 职务：风险分析与数据科学研究中心常务副主任
学历：博士 电话：83206587
研究方向：数据挖掘、信息管理、数据库、决策支持、文本挖掘和信息获取、 软件缺陷管理、财务数据和信用卡风险分析、计算机网络监控及入侵探测系统,、医疗保险诈骗分析、生物信息学等
教育背景
中国清华大学物理专业学士
美国内布拉斯加州立大学计算机专业硕士
美国内布拉斯加州立大学信息技术博士
美国伊利诺伊大学Urbana-Champaign分校数据库和信息系统试验室访问学者
执行主编，International Journal of Information Technology & Decision Making（SCI期刊）
理事兼副秘书长，中国灾害防御协会风险分析专业委员会
兼职研究员，中国科学院虚拟经济与数据科学研究中心
教学情况
你以前所学专业和考试成绩对我不重要，我希望招收对科学研究有兴趣的学生，尤其是在计算机编程、数学和统计学、英文阅读能力中某一方面能力突出的学生。
教员,美国Peter Kiewit Institute,2002年-2005年
讲授课程：Introduction to Applied Statistics for Information Science & Technology -CIST 2500
助教课程：Data Warehousing-Theory & Practice-ISQA8700,Data Warehousing & Data mining-ISQA4890
科研情况
?客座主编,2011年Information Sciences(SCI期刊)的数据挖掘与软件可信性专刊, 2011
?客座主编,Decision Support Systems (SCI期刊)上多目标决策与决策支持系统专刊, 2010
?客座主编,Journal of Multi Criteria Decision Analysis上多目标决策分析专刊, 2010
?主持电子科技大学青年科技基金项目：“软件缺陷数据库和基于数据挖掘的软件缺陷检测系统”
?主持电子科技大学引进人才科研启动项目：“软件缺陷度量评估及管理方案”
?主持Westlaw NextGen project-为世界最大的法律专业数据平台研发下一代的搜索引擎
?主持Data mining project-为法律从业者研发一系列的数据分析工具
?参与国家自然科学基金创新群体 “数据挖掘与智能知识管理：理论及应用研究 ”,#70621001
?参与国家自然科学基金 “ 多目标非线性规划数据挖掘方法及其应用 ” , #70472074
?参与国家自然科学基金重点项目“最优化与数据挖掘”,#70531040
?参与国家科技部 973 “ 抗体分子结构功能进化研究 ”课题, #2004CB720103.
?参与国外某公司 “数据挖掘在石油勘探中的应用”
?参与某公司“电子邮件VIP客户分析” 项目
?参与国外某公司健康保险分类分析特别调查项目
?参与国外某公司用数据挖掘分析个人残障失业保险项目
?参与国外某公司研发信用卡账目管理决策支持系统
?参与美国国防部及空军研究院,交叉学科跨大学共同研究项目：下一代信息安全防范及处理系统
寇纲的数据挖掘咨询经历涵盖商业和学术项目的各个阶段(商业模式理解、数据理解、数据准备、建模、评价和项目实施)并获得或参与过美国国防部及数个世界财富500强公司的数据挖掘项目或基金。
他共发表47篇学术论文和著作章节，其中SCI索引收录14篇，EI索引收录14篇。同时，寇纲是十余种学术期刊及会议学术的特邀评审员；应邀担任过多个国际学术会议的特邀/主题演讲人和分会主席；他还担任2007年国际数据挖掘大会（IEEE ICDM2007）数据挖掘竞赛共同主席， 2009年国际多目标决策大会（20th MCDM）程序委员会共同主席和2009年第5届国际网络计算和信息管理大会程序委员会共同主席。
备 注
个人网页： http://sites.google.com/site/kougang/
近年部分学术期刊论文(Refereed Journal Articles):
1. Kou, G., Peng, Y., Chen, Z., and Shi, Y., “Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection” , Information Sciences, Volume 179, Issue 4, Page 371–381, Feb 2009 (SCI)
2. Peng, Y., Kou, G., Shi, Y., and Chen, Z., “A Descriptive Framework for the Field of Data Mining and Knowledge Discovery” , International Journal of Information Technology and Decision Making, Vol. 7, Issue: 4, Page 639 – 682, 2008 (SCI, SSCI)
3. Peng, Y., Kou, G., Shi, Y., and Chen, Z., “A Multi-criteria Convex Quadratic Programming model for Credit Data Analysis” Decision Support Systems,Volume 44, Issue 4, March 2008, p.1016-1030 (SCI, SSCI, EI, INSPEC) http://dx.doi.org/10.1016/j.dss.2007.12.001
4. Kou, G., Yi Peng, Yong Shi and Zhengxin Chen, “Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques”, ISSN:1683-1470, Data Science Journal, Vol. 6 (Aug 2007), p S429-S434 (EI) http://www.jstage.jst.go.jp/article/dsj/6/0/S429/_pdf
5. Jianping Li, Zhenyu Chen, Liwei Wei, Weixuan Xu, Gang Kou,“Feature Selection Via Least Squares Support Feature Machine”, International Journal of Information Technology and Decision Making, Vol. 6, Issue: 4 (Dec 2007) p 671-686. (SCI, SSCI) http://db.worldscinet.com/worldscientific/search.nsp?query7=gang+kou
6. Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Zhiwei Cao and Yajun Guo “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, Volume 84, Issue 5, May 2007 , p 697 - 707 (SCI, EI) http://www.informaworld.com/smpp/content~content=a780341777~db=all~order=page
7. Kwak W., Shi Y., Eldridge S. and Kou, G. “Bankruptcy Prediction for Japanese Firms: Using Multiple Criteria Linear Programming Data Mining Approach” International Journal of Business Intelligence and Data Mining Vol. 1, No. 4, 2006, p 401-416. (INSPEC) http://www.inderscience.com/search/index.php?action=record&rec_id=10782
8. Shi, Y., Peng, Y., Kou, G. and Chen, Z. “Classifying Credit Card Accounts for Business Intelligence and Decision Making: A Multiple-Criteria Quadratic Programming Approach” International Journal of Information Technology and Decision Making, Vol. 4, No. 4 (2005) 1-19. (SCI, SSCI) http://db.worldscinet.com/worldscientific/search.nsp?query7=gang+kou
9. Kou, G., Y. Peng, Y. Shi, M. Wise and W. Xu, “Discovering Credit Cardholders’ Behavior by Multiple Criteria Linear Programming” Annals of Operations Research 135 (1): 261-274, 2005 (SCI, SSCI, ISTP ,INSPEC)
学术活动和任职(Academic Activities)
?Managing Editor, International Journal of Information Technology & Decision Making, 2008-Now.
?Guest Editor, Information Sciences (2011).
?Guest Editor, Decision Support Systems (2010).
?Guest Editor, Journal of Multi Criteria Decision Analysis (2010).
?Keynote speaker, NCM 2009: 5th International Joint Conference on INC, ICM and IDC
?Program Committee Co-Chair, the 20th International Conference on Multiple Criteria Decision Making (2009).
?Program Committee Co-Chair, NCM 2009: 5th International Joint Conference on INC, ICM and IDC.
?Workshop chair in several international conferences, such as MCDM 2009, NCM 2008, ICCS 2007.
?Data Mining contest Co-Chair, The Seventh IEEE International Conference on Data Mining 2007.
?Member of International Advisory Council of Int. Conf. on Technology and Business Management by International Forum of Management Scholars (INFOMS)
?Ad hoc reviewer for:
Applied Mathematical Modelling， 2009
Information Sciences， 2009
Management Research News, 2008
IBM Systems Journal, 2007
International Journal of Computer Mathematics, 2006
Applied Stochastic Models in Business and Industry, 2006
International Journal of Information Technology & Decision Making, 2001-2009
The Review of Quantitative Finance and Accounting, 2005
European Journal of Operational Research, 2005
IEEE Transactions on Reliability, 2004, 2005
Computers and Mathematics with Applications, 2005
Applied Mathematics Letters, 2005
International Conference on Computational Science, 2003-2006
International Journal of Information Technology & Management, (IJITM) 2004.
Chinese Academic of Science Data Mining and Knowledge Management, Beijing 2004.
Decision Support Systems, 2004
Mathematical & Computer Modeling, 2004
Future Generation Computer Systems, 2003
寇纲老师相关教学资源
