Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing, 177)
Language: English
Published by Springer, 2005
- Hardcover
- Used
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- Title
- Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing, 177)
- Publisher
- Springer
- Publication year
- 2005
- Condition
- Like New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3540243887
- ISBN 13
- 9783540243885
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.
"Synopsis" may belong to another edition of this title.
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 the title" may belong to another edition of this title.
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