Kernel methods for pattern analysis
Auteur :
Shawe-Taylor, John / Cristianini, Nello
Éditeur :
Cambridge University Press
ISBN :
9780521813976
Date de publication :
28 juin 2004
Dimensions :
24,9 x 17,0 x 3,0 cm
Poids :
1000 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
The kernel functions methodology described here provides a powerful and unified framework for disciplines ranging from neural networks and pattern recognition to machine learning and data mining. This book provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be implemented, suitable for standard pattern discovery problems.