Kernel Methods for Pattern Analysis
Kernel Methods for Pattern Analysis By John Shawe-Taylor, Nello Cristianini
Publisher: Cambridge University Press 2004 | 476 Pages | ISBN: 0521813972 | PDF | 2.5 MB
Publisher: Cambridge University Press 2004 | 476 Pages | ISBN: 0521813972 | PDF | 2.5 MB
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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