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

 
9783540243885: Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing, 177, Band 177)
Hardcover
ISBN 10: 3540243887 ISBN 13: 9783540243885
Verlag: Springer, 2005

Inhaltsangabe

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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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.

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Verlag
Springer
Erscheinungsdatum
2005
Sprache
Englisch
ISBN 10 
3540243887
ISBN 13 
9783540243885
Einband
Gebundene Ausgabe
Anzahl der Seiten
441
Herausgeber
Wang Lipo
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

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