Beskrivning
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.
Bokdetaljer
Format
Pocketbok
Sidor
441 sidor
Språk
Engelska
Publicerad
Nov 17, 2010
Förlag
Springer
Upplagor
3 editions
ISBN-10
3642063683
ISBN-13
9783642063688