Kernel Methods for Pattern Analysis

Kernel Methods for Pattern Analysis
Author: John Shawe-Taylor
Publisher: Cambridge University Press
Total Pages: 520
Release: 2004-06-28
Genre: Computers
ISBN: 9780521813976

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Publisher Description


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

GET EBOOK

Publisher Description
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

GET EBOOK

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vector
Kernel Methods for Remote Sensing Data Analysis
Language: en
Pages: 434
Authors: Gustau Camps-Valls
Categories: Technology & Engineering
Type: BOOK - Published: 2009-09-03 - Publisher: John Wiley & Sons

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Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard
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.
Linear Algebra and Optimization for Machine Learning
Language: en
Pages: 507
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2020-05-13 - Publisher: Springer Nature

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This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution