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Kernel Methods for Pattern Analysis
by John Shawe-Taylor and Nello Cristianini

Overview - 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.  Read more...

 
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More About Kernel Methods for Pattern Analysis by John Shawe-Taylor; Nello Cristianini
 
 
 
Overview
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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Details
  • ISBN-13: 9780521813976
  • ISBN-10: 0521813972
  • Publisher: Cambridge University Press
  • Publish Date: June 2004
  • Page Count: 462


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