Support Vector Machines: Theory and Applications

by Lipo Wang

Book Overview

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,...

• Format: Paperback
• Language: English
• ISBN: 3642063683
• ISBN13: 9783642063688
• Release Date: November 2010
• Publisher: Springer
• Length: 431 Pages