Name: Least Squares Support Vector Machines - Suykens, Johan A K (Katholieke Univ Leuven, Van Gestel, Tony (Risk Management - Dexia Group, De Brabanter, Joseph (Katholieke Univ Leuven, De Moor, Bart (Katholieke Univ Leuven
Price: 133 EUR
Author: Suykens, Johan A K (Katholieke Univ Leuven, Van Gestel, Tony (Risk Management - Dexia Group, De Brabanter, Joseph (Katholieke Univ Leuven, De Moor, Bart (Katholieke Univ Leuven
ISBN: 9789812381514

Least Squares Support Vector Machines

Suykens, Johan A K (Katholieke Univ Leuven, Van Gestel, Tony (Risk Management - Dexia Group, De Brabanter, Joseph (Katholieke Univ Leuven, De Moor, Bart (Katholieke Univ Leuven

Description

An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is also discussed.

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Writer: Suykens, Johan A K (Katholieke Univ Leuven, Van Gestel, Tony (Risk Management - Dexia Group, De Brabanter, Joseph (Katholieke Univ Leuven, De Moor, Bart (Katholieke Univ Leuven
Title: Least Squares Support Vector Machines
Publisher: World Scientific Publishing Co Pte Ltd

Year: 2002
Language: English
Pages: 308
Weight: 567 gr

EAN: 9789812381514
Dimensions: 235 x 159 x 25 mm
Binding format: Hardback

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Least Squares Support Vector Machines

Suykens, Johan A K (Katholieke Univ Leuven, Van Gestel, Tony (Risk Management - Dexia Group, De Brabanter, Joseph (Katholieke Univ Leuven, De Moor, Bart (Katholieke Univ Leuven

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