Pattern Recognition and Image Preprocessing (Hardcover, 2nd edition)

Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection, novel computer system architectures, proven algorithms for solutions to common roadblocks in data processing, computing models including the Hamming net, the Kohonen self-organizing map, and the Hopfield net, detailed appendices with data sets illustrating key concepts in the text, and more.

General

Imprint:	Crc Press
Country of origin:	United States
Series:	Signal Processing and Communications
Release date:	2002
First published:	2002
Editors:	Sing T. Bow
Dimensions:	229 x 152 x 38mm (L x W x T)
Format:	Hardcover
Pages:	720
Edition:	2nd edition
ISBN-13:	978-0-8247-0659-3
Categories:	Books > Computing & IT > Applications of computing > Signal processing Books > Computing & IT > Applications of computing > Pattern recognition Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks Books > Computing & IT > Applications of computing > Image processing > General
LSN:	0-8247-0659-5
Barcode:	9780824706593

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