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Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing)

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 | #6596437 in Books |  Springer |  2005-08-11 | Original language:English | PDF # 1 |  9.21 x1.00 x6.14l,1.76 | File type: PDF | 431 pages

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||From the Back Cover||The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of the art of the mathematical foundation of SVM in statistical learning theory, as w

The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of the art of the mathematical foundation of SVM in statistical learning theory, as well as novel algorithms and applications. Support Vector Machines provides a selection of numerous real-world applications, such as bioinformatics, text categorization, pattern recognition, and object detection, wr...

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