Kernel Methods for Pattern Analysis

John ShaweTaylor

Published by Cambridge University Press, 2006
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Title: Kernel Methods for Pattern Analysis
Publisher: Cambridge University Press
Publication Date: 2006
Condition: Fine

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Shawe-Taylor, John
Published by Cambridge University Press, 2004
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Shawe-Taylor, John; Cristianini, Nello
Published by Cambridge University Press, 2004
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paperback. Condition: New. Language:Chinese.Paperback. Publisher: China Machine Press. book details the kernel-based mode analysis of the basic concepts and applications. the main contents include: the main theoretical basis. a number based on. Seller Inventory # D34659

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paperback. Condition: New. Language:Chinese.Paperback. Publisher: Machinery Industry Press. This book has three parts. The first part introduces the basic concepts in this field. the book not only gives an expanded introductory example. Seller Inventory # D90823

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Shawe-Taylor, John ; & Cristianini, Nello
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orig.boards Minor rubbing. An ink mark to bottom page-edge. VG. 26x17cm, xiv,462 pp, Binding corner bumps. "Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e. g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy 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" - Publisher's description. Minor rubbing. An ink mark to bottom page-edge. VG. Seller Inventory # 019162

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