Kernel Methods for Pattern Analysis
John Shawe-Taylor, Nello Cristianini
This book provides professionals with a large selection of algorithms, kernels and solutions ready for implementation and suitable for standard pattern discovery problems in fields such as bioinformatics, text analysis and image analysis. It also serves as an introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.
Категории:
Год:
2004
Издательство:
Cambridge University Press
Язык:
english
Страницы:
471
ISBN 10:
0521813972
ISBN 13:
9780521813976
Файл:
DJVU, 2.62 MB
IPFS:
,
english, 2004