Kernel Methods for Pattern Analysis

Department of Computer Science Royal Holloway John Shawe-Taylor; Nello Cristianini
Cambridge University Press
9780521813976
0-521-81397-2

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,.

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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.