【70531040】最优化与数据挖掘国家自然基金项目

最优化与数据挖掘

项目批准号： 70531040

批准年份： 2005

学科分类： G0102.运筹与管理

项目负责人：石勇

资助类别：重点项目

负责人职称：教授

依托单位：中国科学院大学

资助金额： 120万元

关键词：实证研究;数据挖掘;算法;最优化理论

起止时间： 2006-01-01到2009-12-31

中英文摘要
结题摘要
结题报告
项目成果
项目参与人

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序号	标题	类型	作者
1	Kimberlites identification by classification methods	会议论文	He, Jing\|Zhang, Keliang\|Li, Aihua\|Chai, Yaohui\|Shi, Yong\|
2	Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing Companies	会议论文	G. Nie\|P. Zhang\|Y. Shi\|Wang, Y.\|
3	Study on a Process-Oriented Knowledge Management Model	期刊论文	Lingling Zhang\|Yong Shi\|Jun Li\|Xingsen Li\|Guoqing Huo\|
4	A Two-Layer Least Squares Support Vector Machine Approach to Credit Risk Assessment	会议论文	Shi, Yong\|Li, Jianping\|Xu, Weixuan\|Liu, Jingli\|
5	Succinct Matrix Approximation and Efficient k-NN Classification	会议论文	Liu, R\|Y. Shi\|
6	城镇居民住房购买力研究	期刊论文	李爱华\|成思危\|李自然\|
7	Feature selection via Least Squares Support Feature Machine	期刊论文	Wei, Liwei\|Li, Jianping\|Xu, Weixuan\|Chen, Zhenyu\|
8	我国商业银行操作风险的度量研究	期刊论文	高丽君\|李建平\|徐伟宣\|陈建明\|
9	Research on Ratchet Effects in Enterprises' Knowledge Sharing Based on Game Models	会议论文	Shi, Yong\|Wang, Ying\|Zheng, Xiuyu\|Zhang, Lingling\|
10	A Data Mining Approach to Classify Credit Cardholders’ Behavior	会议论文	Aihua Li\|Yong Shi\|
11	The application of data mining in mobile subscriber classification	会议论文	Fu, Haiming\|Shi, Yong\|Zhang, Lingling\|
12	Data Envelopment Analysis Assessment Machines	会议论文	Yan H.\|Wei Q.L\|
13	Study on dynamic model and demonstration analysis for urban housing purchasing power measuring	会议论文	Shi, Yong\|Li, Ai-Hua\|
14	Supportive Instances for Regularized Multiple Criteria Linear Programming Classification	期刊论文	Peng Zhang\|Xingsen Li\|Yingjie Tian\|Yong Shi\|Zhiwang Zhang\|
15	The Analysis on the Customers Churn of Charge Email Based on Data Mining Take One Internet Company for Example	会议论文	Guangli Nie\|Lingling Zhang\|Yong Shi\|Xingsen Li\|
16	Transfer knowledge via relational K-means method	会议论文	Shi, Yong\|Zhang, Peng\|Zhang, Lingling\|Zhang, Yuejin\|Nie, Guangli\|
17	Several multi-criteria programming methods for classification	期刊论文	Shi, Yong\|Zhang, Peng\|Zhang, Juliang\|
18	Kernel Based Regularized Multiple Criteria Linear Programming Model	会议论文	Y. Shi\|Zhang,Y\|P. Zhang\|
19	A regularized multiple criteria linear program for classification	会议论文	Shi, Yong\|Tian, Yingjie\|Chen, Xiaojun\|Zhang, Peng\|
20	国际石油价格波动周期性分析	期刊论文	赵茜\|刘洪伟\|王书平\|
21	A New research Field: Intelligent Knowledge Management	会议论文	G. Nie\|Zhang, L.\|A. Li\|Y. Shi\|J. Li\|P. Zhang\|
22	Utility-based Web path traversal pattern mining	会议论文	Shi, Yong\|Liu, Ying\|Wang, Jing\|Zhou, Lin\|
23	Pushing frequency constraint to utility mining model	会议论文	Shi, Yong\|Zhu, Xingquan\|Wang, Jing\|Liu, Ying\|Zhou, Lin\|
24	Weak congestion in Output Additive Data Envelopment Analysis	期刊论文	Wei Q.L.\|Yan H.\|
25	Problems and systematic Solutions in Data Quality	期刊论文	Li Xingsen\|Zhang Lingling\|Zhang Peng\|Shi Yong\|
26	基于HKKP估计的商业银行操作风险估计	期刊论文	李建平\|高丽君\|陈建明\|徐伟宣\|
27	A multi-dimensional forward selection method for firms' credit sale	期刊论文	Liu, Guoqiang\|Zhou, Zongfang\|Shi, Yong\|
28	Decision analysis of data mining project based on Bayesian risk	期刊论文	Liu, Ying\|Shi, Yong\|Zheng, Xiuyu\|Nie, Guangli\|Zhang, Lingling\|
29	Foundations of Intelligent Knowledge Management	期刊论文	J. Li,\|Zhang, L,\|Y, Shi\|X. Liu\|
30	A knowledge management model for middle And small enterprises	会议论文	Jun Li\|Ying Liu\|Yong Shi\|YueJin Zhang.\|XingSen Li\|
31	低质量数据下的知识获取方案研究	期刊论文	李兴森\|鹿盟\|申爱华\|石勇\|
32	A Multi-criteria Convex Quadratic Programming model for credit data analysis	期刊论文	Shi, Yong\|Peng, Yi\|Chen, Zhengxin\|Kou, Gang\|
33	A Piecewise-defined Severity Distribution based Loss Distrubtion approach to Estimate Operational Risk: Evidence from Chinese National Commercial Banks	期刊论文	Jichuang Feng\|Jianmin Chen\|Jianping Li\|
34	Credit risk evaluation using adaptive Lq penalty SVM with Gauss kernel	期刊论文	Sun, Dongxia\|Wei, Liwei\|Li, Jianping\|
35	Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection	期刊论文	Shi, Yong\|Kou, Gang\|Chen, Zhengxin\|Peng, Yi\|
36	Imbalanced Data Classification: a LS-SVM Based Feature Shrinkage-Expansion Approach	会议论文	Jianping Li\|Zhenyu Chen\|Liwei Wei\|Weixuan Xu\|
37	Maker gene identification: A multiple kernel support vector machine approach	会议论文	Li, Jianping\|Wei, Liwei\|Chen, Zhenyu\|
38	DEA 的非参数规模收益预测方法	期刊论文	魏权龄\|张倩伟\|
39	Bias-variance analysis for ensembling regularized multiple criteria linear programming models	会议论文	Shi, Yong\|Zhu, Xingquan\|Zhang, Peng\|
40	度量银行操作风险的POT幂律模型及其应用	期刊论文	李建平\|司马则茜\|蔡晨\|
41	The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical Significance	会议论文	Q. Wang\|Y. Shi\|X. Wang\|Zhang, L.\|J. Wei\|
42	An effective classification approach based on fuzzy set and multiple criteria linear programming	期刊论文	Shi Yong\|Tian Yingjie\|Zhang Zhiwang\|
43	外商直接投资质量评价	期刊论文	王春法\|徐春骐\|
44	A new multi-criteria quadratic-programming linear classification model for VIP E-mail analysis	会议论文	Zhang, Juliang\|Zhang, Peng\|Shi, Yong\|
45	A Multi-criteria Risk Optimization Model for Trustworthy Software Process Management	会议论文	Wu, Dengsheng\|Li, Jianping\|Song, Hao\|Li, Minglu\|
46	投机对上海燃料油期货价格的影响分析	期刊论文	孟繁君\|赵茜\|王书平\|
47	The Pareto-frontier Solution to the Multiproject and Multiple Item Stochastic Chance-Constrained Investment Combination	会议论文	B. Xu\|Y. Shi\|Yu, J.\|
48	电力消费量周期性分析	期刊论文	李建平\|谢启伟\|彭思龙\|轩波\|
49	A dynamic committee scheme on multiple-criteria linear programming classification method	会议论文	Shi, Yong\|He, Jing\|Li, Aihua\|Zhu, Meihong\|
50	Research on Evaluation Model of Organizational Knowledge Assets	期刊论文	Zhang Linling\|Shi Yong\|Li Jun\|
51	Nonlinear Knowledge in Kernel-based Multiple Criteria Linear Programming Classifier	会议论文	Zhang Dongling\|Shi Yong\|Tian Yingjie\|
52	A Fuzzy Comprehensive Evaluation Method on Firms' Credit Sale Risk	会议论文	Z. Zhou\|Liu. G.\|Y. Shi\|X. Song\|
53	A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue	期刊论文	Li, Jianping\|Chen, Zhenyu\|Wei, Liwei\|
54	经济与管理中的数学规划	专著	魏权龄\|
55	Regularized multiple criteria linear programs for classification	期刊论文	Shi Yong\|Tian YingJie\|Zhang Peng\|Chen XiaoJun\|
56	A Novel MCQP Approach for Predicting the Distance Range between Interface Residues in Antibody-Antigen Complex	会议论文	Wan, Jia\|Zhang, Xinyang\|Chen, Ruoying\|Shi, Yong\|
57	A DESCRIPTIVE FRAMEWORK FOR THE FIELD OF DATA MINING AND KNOWLEDGE DISCOVERY	期刊论文	Shi, Yong\|Peng, Yi\|Chen, Zhengxin\|Kou, Gang\|
58	Multiple Criteria Linear Program mining Decision Systems: Theory and Applications	专著	J. Zhang\|Y. Zhong\|Y. Shi\|Y. Liu\|
59	Cluster analysis and optimization in color-based clustering for image abstract	会议论文	Shi, Yong\|Huang, Guangyan\|He, Jing\|Zhang, Yanchun\|
60	An optimization-based classification approach with the non-additive measure	会议论文	Chen, Zhengxin\|Shi, Yong\|Liu, Rong\|Yan, Nian\|
61	A RBF classifier with supervised center selection and weighted norm	会议论文	Yong Shi\|Rong Liu\|
62	Select representative samples for regularized multiple-criteria linear programming classification	会议论文	Zhang, Peng\|Shi, Yong\|Tian, Yingjie\|Li, Xingsen\|Zhang, Zhiwang\|
63	Characteristics and structures of weak efficient surfaces of production possibility sets	期刊论文	Wei, Quanling\|Yan, Hong\|Hao, Gang\|
64	基于模糊前沿面的分类方法	期刊论文	王琛\|
65	An aggregate ensemble for mining concept drifting data streams with noise	会议论文	Shi, Yong\|Wu, Xindong\|Zhang, Peng\|Zhu, Xingquan\|
66	基于可拓集的企业数据挖掘应用方案初探	期刊论文	李兴森\|李爱华\|石勇\|
67	Knowledge-rich data mining in financial risk detection	会议论文	Peng, Yi\|Shi, Yong\|Kou, Gang\|
68	Bandwidth empirical mode decomposition and its application	期刊论文	Xie, Qiwei\|Han, Hua\|Peng, Silong\|Xu, Weixuan\|Xuan, Bo\|Li, Jianping\|
69	A Simulation Model of Technological Adoption with an Intelligent Agent	会议论文	Shi, Yong\|Ma, Tieju\|Chi, Chunjie\|Chen, Jun\|
70	Pattern Recognition for MCNs Using Fuzzy Linear Programming	会议论文	Wuyi Yue,\|Yong Shi\|Jing He\|
71	Least squares support feature machine	会议论文	Jianping, Li\|Zhenyu, Chen\|
72	A rough set-based multiple criteria linear programming approach for the medical diagnosis and prognosis	期刊论文	Shi, Yong\|Zhang, Zhiwang\|Gao, Guangxia\|
73	A bias-variance analysis of Multiple Criteria Linear Programming classification ensembles	会议论文	Li, Aihua\|Shi, Yong\|Zhu, Meihong\|Zhang, Peng\|
74	EMD Algorithm Based on Bandwidth and the Application on Economic Data Analysis	会议论文	Xie Qiwei\|Li Jianping\|Han Hua\|Xuan Bo\|Xu Weixuan\|
75	Application of Classification Methoods to Individual Disability Income Insurance Fraud Detection	会议论文	Peng, Y.\|Deepak Khazanchi\|Yong Shi\|G. Kou\|J. Matza\|Z. Chen\|
76	Modeling on oil-importing risk under risk correlation	会议论文	Sun, Xiaolei\|Li, Jianping\|He, Wan\|Tang, Ling\|
77	关于 DEA 有效性“新方法”的探讨	期刊论文	张倩伟\|魏权龄\|
78	Modeling dynanmic correlations and spillover effects of country risk: evidence from Russia and Kazakhstan Modeling dynamic correlations and spillover effects of country risk: evidence from Russia and Kazakhstan	期刊论文	Wan He\|Jianping Li\|Xiaolei Sun\|Weixian Xu\|Ling Tang\|
79	ERM-POT method for quantifying operational risk for Chinese commercial banks	会议论文	Meng, Fanjun\|Li, Jianping\|Gao, Lijun\|
80	A Way to Accelerate Knowledge Management: from the Perspective of Knowledge Potential	期刊论文	Xiuyu Zheng\|Jun Li\|Lingling Zhang\|Guangli Nie\|Yong Shi\|Guoqing Huo\|
81	A class of classification and regression methods by multiobjective programming	期刊论文	Zhu, Meihong\|Shi, Yong\|Tian, Yingjie\|Zhang, Dongling\|
82	Research on Business Process-oriented Knowledge Auditing Model	会议论文	Shi Yong\|Zhang Lingling\|Zhang Yuejin\|
83	A multi-criteria decision support system of water resource allocation scenarios	会议论文	Zhang, Yanchun\|He, Jing\|Shi, Yong\|
84	Credit risk evaluation using support vector machine with mixture of kernel	会议论文	Chen, Zhenyu\|Wei, Liwei\|Li, Jianping\|
85	Classification by linear programming with signed fuzzy Measures	会议论文	Zhenyuan Wang\|Zhengxin Chen\|Yong Shi\|Nian Yan\|
86	Operational risk assessment: An ERM-POT approach	会议论文	Meng Fanjun\|Ll Jianping\|Gao Lijun\|
87	DEA与数据挖掘	期刊论文	魏权龄\|王鑫\|
88	Data Mining for Customer Segmentation in Personal Financial Market	会议论文	P. Zhang\|F. Li\|Y. Tian\|Wang, G.\|Y. Shi\|
89	评价相对有效性的 DEA 模型	专著	魏权龄\|
90	A combined web mining model and its application in crisis management	会议论文	Shi, Yong\|Li, Xingsen\|Zhang, Lingling\|Li, Jun\|Ding, Maoliang\|
91	Knowledge Intelligence: A New Field in Business Intelligence	会议论文	X. Li\|Y. Zhang\|Nie, G\|L. Zhang\|Y. Shi\|
92	Data Mining Integrated with Domain Knowledge	会议论文	Huang, Anqiang\|Zhu, Zhengxiang\|Shi, Yong\|Zhang, Lingling\|
93	Investor sentiment and return predictability in Chinese fuel oil futures markets	会议论文	Li, Jianping\|Wang, Shuping\|Zhao, Qian\|
94	Optimal System Design Parallel Network DEA Models	会议论文	Wei Q.L.\|Chang T.S.\|
95	基于POT方法的商业银行操作风险极端值估计	期刊论文	李建平\|高丽君\|王书平\|徐伟宣\|
96	Credit assessment: A least squares support feature machine approach	会议论文	Li, Jianping\|Chen, Zhenyu\|Xu, Weixuan\|
97	基于X-11-ARIMA方法的取暖油价格季节性波动分析	期刊论文	高丽君\|徐伟宣\|王书平\|李建平\|
98	Predicting the distance between antibody's interface residue and antigen to recognize antigen types by support vector machine	期刊论文	Wan, Jia\|Shi, Yong\|Cao, Zhiwei\|Guo, Yajun\|Yin, Wei\|Wang, Yong\|Zhang, Xinyang\|
99	Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface	期刊论文	Zhang, Xinyang\|Wan, Jia\|Kou, Gang\|Peng, Yi\|Guo, Yajun\|Shi, Yong\|
100	Feature Selection for VIP E-Mail Accounts Analysis	会议论文	Y. Shi\|Zhang, Z.\|Y. Tian\|
101	Sampling based succinct matrix approximation	期刊论文	Shi, Yong\|Liu, Rong\|
102	链式网络DEA模型	期刊论文	魏权龄\|庞立永\|
103	Dynamic Concept of Returns to Scale in DEA Model	会议论文	H. Yan.\|Wei Q.L.\|
104	Multiple criteria mathematical programming and data mining	会议论文	Shi, Yong\|Liu, Rong\|Yan, Nian\|Chen, Zhenxing\|
105	A multiple Kernel support vector machine scheme for simultaneous feature selection and rule-based classification	会议论文	Zhenyu, Chen\|Jianping, Li\|
106	Identifying the risk-return spectrum of the FSU oil economies	会议论文	Li, Jianping\|Li, Gang\|He, Wan\|Sun, Xiaolei\|
107	Assessment the operational risk for Chinese commercial banks	会议论文	Gao, Lijun\|Xu, Weixuan\|Chen, Jianming\|Li, Jianping\|
108	A Multiple Criteria and Multiple Constraints Mathematical Programming Model for Classification	会议论文	X. Zhu\|Y. Tian\|Zhang, P.\|Y. Shi\|D. Zhang\|
109	经验模式分解算法的分析及应用	期刊论文	谢启伟\|李建平\|韩华\|轩波\|
110	Evaluating Efficiency of Decision Making Units with Network Structures	期刊论文	Yan H.\|Wei Q.L.\|
111	A Rough Set-based Multiple Criteria Linear Programming Approach for Improving Classification Performance	期刊论文	Zhiwang Zhang\|Peng Zhang\|Yong Shi\|
112	The Influence of IPO to the Operational Risk of Chinese Commercial Banks	会议论文	Li, Jianping\|Gao, Lijun\|
113	Active learning from data streams	会议论文	Zhu, Xingquan\|Lin, Xiaodong\|Shi, Yong\|Zhang, Peng\|
114	DEA的交形式生产可能集及其应用	期刊论文	阎洪\|马赞甫\|魏权龄\|
115	Finding the Hidden Pattern of Credit Card Holder’s Churn: A Case of China	会议论文	Y. Tian\|Nie, G.\|P. Zhang\|G. Wang\|Y. Shi\|
116	Bound for the L2 Norm of Random Matrix and Succinct Matrix Approximation	会议论文	Z. Chen\|N. Yan\|Liu, R.\|Y. Shi\|
117	Epsilon-support vector and large-scale data mining problems	会议论文	Chen, Zhengxin\|Peng, Yi\|Shi, Yong\|Kou, Gang\|
118	上海燃料油期货市场价格发现功能的实证研究	期刊论文	王书平\|赵茜\|
119	A New Classification Method for PCA-based Face Recognition	会议论文	Jiang Wenhan\|Shi Yong\|Zhou Xiaofei\|Zhang Peng\|Nie Guangli\|
120	Network lifetime of application-specific randomly deployed wireless sensor networks in arbitrary sensor density	会议论文	He, Jing\|Huang, Guangyan\|Zhang, Yanchun\|Shi, Yong\|
121	Nearest Neighbor Convex Hull Classification Method for Face Recognition	会议论文	Shi, Yong\|Zhou, Xiaofei\|
122	Sparse and robust least squares support vector machine: A linear programming formulation	会议论文	Xu, Weixuan\|Wei, Liwei\|Chen, Zhenyu\|Li, Jianping\|
123	A Two-Layer Least Squares Support Vector Machine Approach to Credit Risk Assessment	会议论文	Liu, J.\|W. Xu\|Y. Shi\|J. Li\|
124	An analysis about market efficiency in international petroleum markets: Evidence from three oil commodities	会议论文	Wang, Shuping\|Li, Jianping\|Zhang, Shulin\|
125	信用评分系统与我国信用体系建设	专著	石勇\|李建平\|孙东霞\|
126	Mining Knowledge from Multiple Criteria Linear Programming Models	会议论文	Zhang, P.\|A. Li\|X. Zhu\|L. Zhang\|Y. Shi\|
127	Research on data mining and knowledge Management and its applications in China ’s economic development: Significance and trend	期刊论文	Ruwei Dai\|Siwei cheng\|Weixuan Xu\|Yong Shi\|
128	Association-rule knowledge discovery by using a fuzzy mining approach	期刊论文	Yong Shi\|Lingling Zhang\|Xinhua Yang\|
129	Multiple Criteria Optimization based Data Mining Methods and Applications: A Systematic Survey	期刊论文	Y. Shi\|

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