Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions

丛 书 名：Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

版本说明：1

作     者：Deng, Naiyang Tian, Yingjie Zhang, Chunhua 

I S B N：(纸本) 9781439857922 

出 版 社：CRC Press 

出 版 年：2012年

主 题 词：Computer Science 

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

摘      要：Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which