Kernel Methods for Pattern Analysis
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Language: English
Published by Cambridge University Press, 2004
- Hardcover
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- Title
- Kernel Methods for Pattern Analysis
- Author
- Shawe-Taylor, John
- Publisher
- Cambridge University Press
- Publication year
- 2004
- Condition
- Acceptable
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0521813972
- ISBN 13
- 9780521813976
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.
"Synopsis" may belong to another edition of this title.
Book Description
This book fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be implemented, suitable for standard pattern discovery problems in field 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.
"About the title" may belong to another edition of this title.
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