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Support Vector Machines for Pattern Classification (Advances in Computer Vision and Pattern Recognition)

Shigeo Abe




[PDF.zh79] Support Vector Machines for Pattern Classification (Advances in Computer Vision and Pattern Recognition)

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 | #5657892 in Books |  2005-07-29 | Original language:English | PDF # 1 |  6.14 x.81 x9.21l,1.40 | File type: PDF | 358 pages

|| |From the reviews: "This broad and deep … book is organized around the highly significant concept of pattern recognition by support vector machines (SVMs). … The book is praxis and application oriented but with strong theoretical backing and su

Support vector machines (SVMs), were originally formulated for two-class classification problems, and have been accepted as a powerful tool for developing pattern classification and function approximations systems. This book provides a unique perspective of the state of the art in SVMs by taking the only approach that focuses on classification rather than covering the theoretical aspects. The book clarifies the characteristics of two-class SVMs through their extensive a...

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