Least Squares Support Vector Machines

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Authors

Johan A. K. Suykens · KU Leuven

Tony Van Gestel · KU Leuven

Jos De Brabanter · KU Leuven

Bart De Moor · KU Leuven

Joos Vandewalle · KU Leuven

Abstract

Support Vector Machines Basic Methods of Least Squares Support Vector Machines Bayesian Inference for LS-SVM Models Robustness Large Scale Problems LS-SVM for Unsupervised Learning LS-SVM for Recurrent Networks and Control.

Topics & Keywords

Advanced Algorithms and Applications

Publication Details

Published in: WORLD SCIENTIFIC eBooks

DOI: 10.1142/5089

Field-Weighted Citation Impact: 23.38

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Least Squares Support Vector Machines

Authors

Abstract

Topics & Keywords

Publication Details