Support Vector Machines: Theory and Applications: 177 (Studies in Fuzziness and Soft Computing, 177) - Hardcover

 
9783540243885: Support Vector Machines: Theory and Applications: 177 (Studies in Fuzziness and Soft Computing, 177)

Synopsis

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, written by leading experts in their respective fields.

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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 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, written by leading experts in the respective fields.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783642063688: Support Vector Machines: Theory and Applications: 177 (Studies in Fuzziness and Soft Computing, 177)

Featured Edition

ISBN 10:  3642063683 ISBN 13:  9783642063688
Publisher: Springer, 2010
Softcover