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Kernel Methods for Pattern Analysis

Kernel Methods for Pattern Analysis

Hardcover

General Mathematics

ISBN10: 0521813972
ISBN13: 9780521813976
Publisher: Cambridge
Published: Jun 28 2004
Pages: 478
Weight: 2.20
Height: 1.20 Width: 6.70 Depth: 9.80
Language: English
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.

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General Mathematics