Kernel Methods in Bioengineering, Signal And Image Processing - Rilegato

Rilegato

ISBN 10: 1599040425 ISBN 13: 9781599040424

Casa editrice: Igi Global, 2006

Riassunto

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.

Su questo libro

Product Description

Book by Gustavo CampsValls

Dettagli dell'edizione

• Editore: Igi Global
• Data di pubblicazione: 2006
• Lingua: Inglese
• ISBN 10: 1599040425
• ISBN 13: 9781599040424
• Rilegatura: Copertina rigida
• Numero di pagine: 415
• Redattore: Camps-valls Gustavo, Rojo-alvarez Jose Luis, Martinez-ramon Manuel
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile