Support Vector Machines Applications

Support Vector Machines Applications
Author: Yunqian Ma
Publisher: Springer Science & Business Media
Total Pages: 306
Release: 2014-02-12
Genre: Technology & Engineering
ISBN: 3319023004


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Support vector machines (SVM) have both a solid mathematical background and practical applications. This book focuses on the recent advances and applications of the SVM, such as image processing, medical practice, computer vision, and pattern recognition, machine learning, applied statistics, and artificial intelligence. The aim of this book is to create a comprehensive source on support vector machine applications.


Support Vector Machines Applications
Language: en
Pages: 306
Authors: Yunqian Ma
Categories: Technology & Engineering
Type: BOOK - Published: 2014-02-12 - Publisher: Springer Science & Business Media

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Support vector machines (SVM) have both a solid mathematical background and practical applications. This book focuses on the recent advances and applications of
Support Vector Machines
Language: en
Pages: 611
Authors: Ingo Steinwart
Categories: Computers
Type: BOOK - Published: 2008-09-15 - Publisher: Springer Science & Business Media

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Every mathematical discipline goes through three periods of development: the naive, the formal, and the critical. David Hilbert The goal of this book is to expl
Support Vector Machines: Theory and Applications
Language: en
Pages: 456
Authors: Lipo Wang
Categories: Computers
Type: BOOK - Published: 2005-06-21 - Publisher: Springer Science & Business Media

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The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of t
Support Vector Machines and Perceptrons
Language: en
Pages: 103
Authors: M.N. Murty
Categories: Computers
Type: BOOK - Published: 2016-08-16 - Publisher: Springer

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This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a vari
Pattern Recognition with Support Vector Machines
Language: en
Pages: 433
Authors: Seong-Whan Lee
Categories: Computers
Type: BOOK - Published: 2003-08-02 - Publisher: Springer

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This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagar