Kernel methods for pattern analysis(Chinese Edition)

(MEI)John Shawe-Taylor.(MEI)Nello Cristianini ZHU

ISBN 10: 7111155556 / ISBN 13: 9787111155553

Published by Machine Press, 1991

About this Item

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

Bibliographic Details

• Title: Kernel methods for pattern analysis(Chinese Edition)
• Publisher: Machine Press
• Publication Date: 1991
• Language: English
• ISBN 10: 7111155556
• ISBN 13: 9787111155553
• Binding: paperback
• Condition: New

About this title

Synopsis

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 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.