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Kernel Methods in Computational Biology
Language: en
Pages: 428
Authors: Bernhard Schölkopf
Categories: Computers
Type: BOOK - Published: 2004 - Publisher: MIT Press

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A detailed overview of current research in kernel methods and their application to computational biology.
Kernel Methods in Bioengineering, Signal and Image Processing
Language: en
Pages: 431
Authors: Gustavo Camps-Valls
Categories: Technology & Engineering
Type: BOOK - Published: 2007-01-01 - Publisher: IGI Global

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"This book presents an extensive introduction to the field of kernel methods and real world applications. The book is organized in four parts: the first is an i
Learning with Kernels
Language: en
Pages: 645
Authors: Bernhard Scholkopf
Categories: Computers
Type: BOOK - Published: 2018-06-05 - Publisher: MIT Press

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A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a new type of learning algorithm was developed, based on resul
Kernel Methods for Pattern Analysis
Language: en
Pages: 520
Authors: John Shawe-Taylor
Categories: Computers
Type: BOOK - Published: 2004-06-28 - Publisher: Cambridge University Press

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Kernel-based Data Fusion for Machine Learning
Language: en
Pages: 214
Authors: Shi Yu
Categories: Technology & Engineering
Type: BOOK - Published: 2011-03-29 - Publisher: Springer

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Data fusion problems arise frequently in many different fields. This book provides a specific introduction to data fusion problems using support vector machines