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Kernel Methods in Computer Vision
Language: en
Pages: 113
Authors: Christoph H. Lampert
Categories: Computer vision
Type: BOOK - Published: 2009 - Publisher: Now Publishers Inc

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Few developments have influenced the field of computer vision in the last decade more than the introduction of statistical machine learning techniques. Particul
Kernel Methods and Machine Learning
Language: en
Pages: 617
Authors: S. Y. Kung
Categories: Computers
Type: BOOK - Published: 2014-04-17 - Publisher: Cambridge University Press

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Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for
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 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 Kernel Classifiers
Language: en
Pages: 402
Authors: Ralf Herbrich
Categories: Computers
Type: BOOK - Published: 2001-12-07 - Publisher: MIT Press

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An overview of the theory and application of kernel classification methods. Linear classifiers in kernel spaces have emerged as a major topic within the field o