Kernel Methods in Bioengineering, Signal and Image Processing - Gustavo Camps-valls - Books - IGI Global - 9781599040424 - November 30, 2006
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Kernel Methods in Bioengineering, Signal and Image Processing 1st edition

Gustavo Camps-valls

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Kernel Methods in Bioengineering, Signal and Image Processing 1st edition

"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 of these algorithms have been reported in many fields, such as medicine, bioengineering, communications, audio and image processing, and computational biology and bioinformatics. Kernel Methods in Bioengineering, Signal and Image Processing covers real-world applications, such as computational biology, text categorization, time series prediction, interpolation, system identification, speech recognition, image de-noising, image coding, classification, and segmentation. Kernel Methods in Bioengineering, Signal and Image Processing encompasses the vast field of kernel methods from a multidisciplinary approach by presenting chapters dedicated to adaptation and use of kernel methods in the selected areas of bioengineering, signal processing and communications, and image processing."

Media Books     Hardcover Book   (Book with hard spine and cover)
Released November 30, 2006
ISBN13 9781599040424
Publishers IGI Global
Pages 415
Dimensions 177 × 33 × 258 mm   ·   1.09 kg
Language English  
Contributor Gustavo Camps-Valls
Contributor Jose Luis Rojo-Alvarez
Contributor Manel Martinez-Ramon

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