A new multi-criteria quadratic-programming linear classification model for VIP E-Mail analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4488 LNCS, Issue PART 2, 2007, Pages 499-502

  Zhang, Peng ^a,b   Zhang, Juliang ^a   Shi, Yong ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Cross validation; Data mining; Decision tree; Multi criteria quadratic programming linear classification; VIP E Mail analysis

Indexed keywords

COMPETITIVE INTELLIGENCE; COMPUTER SOFTWARE; DATA MINING; DECISION TREES; MATHEMATICAL MODELS; MATHEMATICAL PROGRAMMING; QUADRATIC PROGRAMMING;

CLASSIFICATION MODELS; CROSS VALIDATION; E-MAIL DATASET;

ELECTRONIC MAIL;

EID: 38049130391     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72586-2_73     Document Type: Conference Paper

References (5)

1. Han, J. W., M. Kamber: Data Mining: Concepts and Techniques. San Diego. CA: Academic Press (2000) ch. 1.
2. Shi, Y., Wise, M., Luo, M. and Lin, Y.: Data mining in credit card portfolio management: a multiple criteria decision making approach, in Multiple Criteria Decision Making in the New Millennium, M. Koksalan and S.Zionts, eds., Berlin: Springer (2001) 427-436
3. Shi, Y., Peng, Y., Xu, W., Tang, X.: Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management. International Journal of Information Technology and Decision Making, vol. 1(2002) 131-151.
4. 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
5. 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