LIBROS DEL AUTOR: yingjie tian

4 resultados para LIBROS DEL AUTOR: yingjie tian

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  • Intelligent Knowledge
    Lingling Zhang / Yingjie Tian / Yong Shi
    ...
    Disponible

    68,22 €

  • Optimization Based Data Mining
    Gang Kou / Yingjie Tian / Yong Shi
    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 t...
    Disponible

    133,71 €

  • Support Vector Machines
    Chunhua Zhang / Naiyang Deng / Yingjie Tian
    Enabling a sound understanding of SVMs, this book gives readers the tools to solve real-world problems using SVMs. It presents an accessible treatment of the two main components of SVMs-classification problems and regression problems. The authors emphasize the close connection between optimization theory and SVMs since optimization is one of the pillars on which SVMs are built....
    Disponible

    186,34 €

  • Optimization Based Data Mining
    Gang Kou / Yingjie Tian / Yong Shi
    Support Vector Machines for Classification Problems.- Method of Maximum Margin.-Dual Problem.-Soft Margin.- C- Support Vector Classification.-C- Support Vector Classification with Nominal Attributes.-LOO Bounds for Support Vector Machines.-Introduction .-LOO bounds for ε−Support Vector Regression.- LOO Bounds for Support Vector Ordinal Regression Machine .- Support Vector Machi...
    Disponible

    218,43 €