Studies in Fuzziness and Soft Computing

Wang, Lipo

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.

Details

Published by: Springer

Publication Date: 2005-06-21

Format: Hardcover

ISBN-13: 9783540243885

DOI: 10.1007/b95439

Dimensions: 235cm x155cm

Pages: 431