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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
Support Vector Machines
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Type: BOOK - Published: 2012-12-17 - Publisher: CRC Press

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Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector mac
Least Squares Support Vector Machines
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This book focuses on Least Squares Support Vector Machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization ne
Pattern Classification
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Authors: Shigeo Abe
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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
Machine Intelligence and Signal Analysis
Language: en
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The book covers the most recent developments in machine learning, signal analysis, and their applications. It covers the topics of machine intelligence such as: