Titlebook: Optimization Based Data Mining: Theory and Applications; Yong Shi,Yingjie Tian,Jianping Li Book 2011 Springer-Verlag London Limited 2011 C

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Network Intrusion Detectionis collected by the STEAL lab at University of Nebraska at Omaha, The second dataset is the KDDCUP-99 data set which was provided by DARPA in 1998 for the evaluation of intrusion detection approaches.

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Book 2011) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has

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MC2LP it for multi-class classification problem. We also formulated the Minimal Error and Maximal Between-class Variance (MEMBV) model by using the objective function of Fisher’s LDA (maximizing the between-class variance) and the MC2LP model for relaxing the constraints.

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