Yong Shi & Yingjie Tian 
Optimization Based Data Mining: Theory and Applications [PDF ebook] 

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Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (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 attracted many researchers who ar...

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Table of Content

Support Vector Machines for Classification Problems.- Method of Maximum Margin.-Dual Problem.- Soft Margin.- C- Support Vector Classification.-C- Support Vector C...

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Language English ● Format PDF ● Pages 316 ● ISBN 9780857295040 ● File size 5.2 MB ● Age 02-99 years ● Publisher Springer London ● City London ● Country GB ● Published 2011 ● Downloadable 24 months ● Currency EUR ● ID 2348446 ● Copy protection Social DRM

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