Kernel Methods

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Kernel Methods for Pattern Analysis
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Kernel Methods in Computational Biology
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A detailed overview of current research in kernel methods and their application to computational biology.
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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
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A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, a