Support Vector Machines: Theory and Applications

ISBN 10: 3540243887 / ISBN 13: 9783540243885

Published by Springer, 2005

About this Item

pp. x + 431 Illus.

Seller Inventory # 7504185

Bibliographic Details

• Title: Support Vector Machines: Theory and Applications
• Publisher: Springer
• Publication Date: 2005
• Language: English
• ISBN 10: 3540243887
• ISBN 13: 9783540243885
• Binding: Hardcover
• Condition: New

About this title

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.

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.