A detailed overview of current research in kernel methods and their application to computational biology.

"This book presents an extensive introduction to the field of kernel methods and real world applications. The book is organized in four parts: the first is an i

Publisher Description

A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a new type of learning algorithm was developed, based on resul