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(Ebook) Pattern Recognition And Image Preprocessing by Sing-Tze Bow ISBN 9780585418070, 9780824706593, 0824706595, 0585418071

  • SKU: EBN-1278604
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4.6

8 reviews
Instant download (eBook) Pattern Recognition And Image Preprocessing after payment.
Authors:Sing-Tze Bow
Pages:719 pages.
Year:2002
Editon:2nd
Publisher:CRC Press
Language:english
File Size:37.15 MB
Format:pdf
ISBNS:9780585418070, 9780824706593, 0824706595, 0585418071
Categories: Ebooks

Product desciption

(Ebook) Pattern Recognition And Image Preprocessing by Sing-Tze Bow ISBN 9780585418070, 9780824706593, 0824706595, 0585418071

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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