Kernel methods in bioengineering, signal and image processing

(4.5/5) - 341 ratings
Authors: Manuel Martinez-Ramon, Manuel Martinez-Ramon, Jose Luis Rojo-alvarez
Publisher: Idea Group Pub
Genre: Technique
Pages: 431
Language: english
Year: 2007
ISBN 10: 1599040441
ISBN 13: 9781599040448
Series: Unknown
Edition: Unknown
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Synopsis

In the last decade, a number of powerful kernel-based learning methods have been proposed in the machine learning community: support vector machines (SVMs), kernel fisher discriminant (KFD) analysis, kernel PCA/ICA, kernel mutual information, kernel k-means, and kernel ARMA. Successful applications...