Title: Pattern Recognition and Image Preprocessing (Signal Processing and Communications)
Publisher: CRC Press 2002-01-11
Publication Date: 2002
Language: English
ISBN 10: 0824706595
ISBN 13: 9780824706593
Binding: Hardcover
Edition: 2nd Edition
Condition: New

About this title

Synopsis

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.

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Sing T. Bow

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