Yi Peng

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2011
34An empirical study of classification algorithm evaluation for financial risk prediction. Yi Peng, Guoxun Wang, Gang Kou, Yong Shi. Appl. Soft Comput. (11): 2906-2915 (2011). Web SearchBibTeXDownload
33An Optimal Color Mapping Strategy Based on Energy Minimization for Time-Varying Data. Yi Peng, Jie Dong, Li Chen, Haiyang Chu, Junhai Yong. CAD/Graphics 2011, 411-417. Web SearchBibTeXDownload
32An incident information management framework based on data integration, data mining, and multi-criteria decision making. Yi Peng, Yong Zhang, Yu Tang, Shiming Li. Decision Support Systems (51): 316-327 (2011). Web SearchBibTeXDownload
31A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP. Daji Ergu, Gang Kou, Yi Peng, Yong Shi. European Journal of Operational Research (213): 246-259 (2011). Web SearchBibTeXDownload
30Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method. Yi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi. International Journal of Information Technology and Decision Making (10): 187-206 (2011). Web SearchBibTeXDownload
2010
29Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM. Guoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi. Web Intelligence/IAT Workshops 2010, 215-218. Web SearchBibTeXDownload
2009
28Multiple Criteria Optimization in Data Mining. Gang Kou, Yi Peng, Yong Shi. Encyclopedia of Data Warehousing and Mining 2009, 1386-1389. Web SearchBibTeXDownload
27Knowledge-Rich Data Mining in Financial Risk Detection. Yi Peng, Gang Kou, Yong Shi. ICCS (2) 2009, 534-542. Web SearchBibTeXDownload
26Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection. Gang Kou, Yi Peng, Zhengxin Chen, Yong Shi. Inf. Sci. (179): 371-381 (2009). Web SearchBibTeXDownload
2008
25Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. Communications and Discoveries from Multidisciplinary Data 2008, 331-340. Web SearchBibTeXDownload
24A Multi-criteria Convex Quadratic Programming model for credit data analysis. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. Decision Support Systems (44): 1016-1030 (2008). Web SearchBibTeXDownload
23A Descriptive Framework for the Field of Data Mining and Knowledge Discovery. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. International Journal of Information Technology and Decision Making (7): 639-682 (2008). Web SearchBibTeXDownload
2007
22Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen. Data Science Journal (6): 429-434 (2007). Web SearchBibTeXDownload
21Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi. International Conference on Computational Science (3) 2007, 852-858. Web SearchBibTeXDownload
20epsilon-Support Vector and Large-Scale Data Mining Problems. Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen. International Conference on Computational Science (3) 2007, 874-881. Web SearchBibTeXDownload
19Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface. Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Yajun Guo. Int. J. Comput. Math. (84): 697-707 (2007). Web SearchBibTeXDownload
18Modeling the evolution of operating systems: An empirical study. Yi Peng, Fu Li, Ali Mili. Journal of Systems and Software (80): 1-15 (2007). Web SearchBibTeXDownload
2006
17Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen. ICDM Workshops 2006, 803-807. Web SearchBibTeXDownload
16A Systemic Framework for the Field of Data Mining and Knowledge Discovery. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. ICDM Workshops 2006, 395-399. Web SearchBibTeXDownload
15A Hybrid Strategy for Clustering Data Mining Documents. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. ICDM Workshops 2006, 838-842. Web SearchBibTeXDownload
14Multiclass Credit Cardholders' Behaviors Classification Methods. Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen. International Conference on Computational Science (4) 2006, 485-492. Web SearchBibTeXDownload
13A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen. International Conference on Computational Science (4) 2006, 476-484. Web SearchBibTeXDownload
12E-Business Intelligence Via MCMP-Based Data Mining Methods. Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou. WImBI 2006, 443-453. Web SearchBibTeXDownload
2005
11Using Optimization-Based Classification Method for Massive Datasets. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. AMCIS 2005, 110. Web SearchBibTeXDownload
10Document Clustering in Antimicrobial Peptides Research. Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi. AMCIS 2005, 331. Web SearchBibTeXDownload
9Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming. Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu. Annals OR (135): 261-274 (2005). Web SearchBibTeXDownload
8Improving Clustering Analysis for Credit Card Accounts Classification. Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen. International Conference on Computational Science (3) 2005, 548-553. Web SearchBibTeXDownload
7Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach. Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen. International Journal of Information Technology and Decision Making (4): 581-600 (2005). Web SearchBibTeXDownload
2004
6Auditing concept categorizations in the UMLS. Huanying Gu, Yehoshua Perl, Gai Elhanan, Hua Min, Li Zhang, Yi Peng. Artificial Intelligence in Medicine (31): 29-44 (2004). Web SearchBibTeXDownload
5A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen. CASDMKM 2004, 145-153. Web SearchBibTeXDownload
4Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi. International Conference on Computational Science 2004, 931-939. Web SearchBibTeXDownload
2003
3A Set of Data Mining Models to Classify Credit Cardholder Behavior. Gang Kou, Yi Peng, Yong Shi, Weixuan Xu. International Conference on Computational Science 2003, 54-63. Web SearchBibTeXDownload
2002
2Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management. Yong Shi, Yi Peng, Weixuan Xu, Xiaowo Tang. International Journal of Information Technology and Decision Making (1): 131-151 (2002). Web SearchBibTeXDownload
1The cohesive metaschema: a higher-level abstraction of the UMLS Semantic Network. Yehoshua Perl, Zong Chen, Michael Halper, James Geller, Li Zhang, Yi Peng. Journal of Biomedical Informatics (35): 194-212 (2002). Web SearchBibTeXDownload
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