Pattern Classification
Language: en
Pages: 332
Authors: Shigeo Abe
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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This book provides a unified approach for developing a fuzzy classifier and explains the advantages and disadvantages of different classifiers through extensive
Support Vector Machines for Pattern Classification
Language: en
Pages: 362
Authors: Shigeo Abe
Categories: Computers
Type: BOOK - Published: 2005-07-29 - Publisher: Springer Science & Business Media

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Support vector machines (SVMs), were originally formulated for two-class classification problems, and have been accepted as a powerful tool for developing patte
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
Twin Support Vector Machines
Language: en
Pages: 221
Authors: Jayadeva
Categories: Technology & Engineering
Type: BOOK - Published: 2016-10-12 - Publisher: Springer

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This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and
Learning to Classify Text Using Support Vector Machines
Language: en
Pages: 218
Authors: Thorsten Joachims
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifie