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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: Theory and Applications
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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
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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
Support Vector Machines
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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
Knowledge Discovery with Support Vector Machines
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Authors: Lutz H. Hamel
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An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only fr