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9789812381514

Least Squares Support Vector Machines

Least Squares Support Vector Machines
$102.05
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Product details

  • ISBN-13: 9789812381514
  • ISBN: 9812381511
  • Publisher: World Scientific Publishing Company, Incorporated

AUTHOR

Suykens, Johan A. K., Van Gestel, Tony, De Brabanter, Jos

SUMMARY

Focuses on the 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 discussed, together with methods for imposing sparseness and employing robust statistics.Suykens, Johan A. K. is the author of 'Least Squares Support Vector Machines' with ISBN 9789812381514 and ISBN 9812381511.

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