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(Ebook) Pattern Recognition and Image Preprocessing by Bow, Sing T. (Sing-Tze Bow ) ISBN 9783631457009, 9780824706593, 0824706595, 3631457006

  • SKU: EBN-1307660
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5.0

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Instant download (eBook) Pattern Recognition and Image Preprocessing after payment.
Authors:Bow, Sing T. (Sing-Tze Bow )
Pages:698 pages.
Year:2002
Editon:2
Publisher:Marcel Dekker
Language:english
File Size:44.64 MB
Format:pdf
ISBNS:9783631457009, 9780824706593, 0824706595, 3631457006
Categories: Ebooks

Product desciption

(Ebook) Pattern Recognition and Image Preprocessing by Bow, Sing T. (Sing-Tze Bow ) ISBN 9783631457009, 9780824706593, 0824706595, 3631457006

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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