2009 |
23 | EE | Gang Kou,
Yi Peng,
Zhengxin Chen,
Yong Shi:
Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection.
Inf. Sci. 179(4): 371-381 (2009) |
2008 |
22 | EE | Yi Peng,
Gang Kou,
Yong Shi,
Zhengxin Chen:
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.
Communications and Discoveries from Multidisciplinary Data 2008: 331-340 |
21 | EE | Yi Peng,
Gang Kou,
Yong Shi,
Zhengxin Chen:
A Descriptive Framework for the Field of Data Mining and Knowledge Discovery.
International Journal of Information Technology and Decision Making 7(4): 639-682 (2008) |
2007 |
20 | EE | Olvi L. Mangasarian,
Gang Kou:
Feature Selection for Nonlinear Kernel Support Vector Machines.
ICDM Workshops 2007: 231-236 |
19 | EE | Yi Peng,
Gang Kou,
Alan Sabatka,
Jeff Matza,
Zhengxin Chen,
Deepak Khazanchi,
Yong Shi:
Application of Classification Methods to Individual Disability Income Insurance Fraud Detection.
International Conference on Computational Science (3) 2007: 852-858 |
18 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Zhengxin Chen:
epsilon-Support Vector and Large-Scale Data Mining Problems.
International Conference on Computational Science (3) 2007: 874-881 |
17 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Zhengxin Chen:
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques.
Data Science Journal 6: 429-434 (2007) |
16 | EE | Yong Shi,
Jia Wan,
Xinyang Zhang,
Gang Kou,
Yi Peng,
Yajun Guo:
Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface.
Int. J. Comput. Math. 84(5): 697-707 (2007) |
15 | EE | 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 6(4): 671-686 (2007) |
2006 |
14 | EE | Yi Peng,
Gang Kou,
Yong Shi,
Zhengxin Chen:
A Systemic Framework for the Field of Data Mining and Knowledge Discovery.
ICDM Workshops 2006: 395-399 |
13 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Zhengxin Chen:
Network Intrusion Detection by Multi-group Mathematical Programming based Classifier.
ICDM Workshops 2006: 803-807 |
12 | EE | Yi Peng,
Gang Kou,
Yong Shi,
Zhengxin Chen:
A Hybrid Strategy for Clustering Data Mining Documents.
ICDM Workshops 2006: 838-842 |
11 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Zhengxin Chen:
A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis.
International Conference on Computational Science (4) 2006: 476-484 |
10 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Zhengxin Chen:
Multiclass Credit Cardholders' Behaviors Classification Methods.
International Conference on Computational Science (4) 2006: 485-492 |
9 | EE | Yi Peng,
Yong Shi,
Xingsen Li,
Zhengxin Chen,
Gang Kou:
E-Business Intelligence Via MCMP-Based Data Mining Methods.
WImBI 2006: 443-453 |
8 | EE | Wikil Kwak,
Yong Shi,
Susan W. Eldridge,
Gang Kou:
Bankruptcy prediction for Japanese firms: using Multiple Criteria Linear Programming data mining approach.
IJBIDM 1(4): 401-416 (2006) |
2005 |
7 | EE | Yi Peng,
Gang Kou,
Yong Shi,
Zhengxin Chen:
Improving Clustering Analysis for Credit Card Accounts Classification.
International Conference on Computational Science (3) 2005: 548-553 |
6 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Morgan Wise,
Weixuan Xu:
Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming.
Annals OR 135(1): 261-274 (2005) |
5 | EE | Yong Shi,
Yi Peng,
Gang Kou,
Zhengxin Chen:
Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach.
International Journal of Information Technology and Decision Making 4(4): 581-600 (2005) |
2004 |
4 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Zhengxin Chen,
Xiaojun Chen:
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection.
CASDMKM 2004: 145-153 |
3 | EE | Yi Peng,
Gang Kou,
Zhengxin Chen,
Yong Shi:
Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior.
International Conference on Computational Science 2004: 931-939 |
2003 |
2 | EE | Jialin Zheng,
David Erichsen,
Clancy Williams,
Hui Peng,
Gang Kou,
Chris Shi,
Yong Shi:
Classifications of Neural Dendritic and Synaptic Damage Resulting from HIV-1-associated Dementia: A Multiple Criteria Linear Programming Approach.
HICSS 2003: 276 |
1 | EE | Gang Kou,
Yi Peng,
Yong Shi,
Weixuan Xu:
A Set of Data Mining Models to Classify Credit Cardholder Behavior.
International Conference on Computational Science 2003: 54-63 |