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  1. Support Vector Machines

    Optimization Based Theory, Algorithms, and Extensions

    By Naiyang Deng, Yingjie Tian, Chunhua Zhang

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

    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...

    Published December 17th 2012 by Chapman and Hall/CRC

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