Titel: Pattern Recognition and Image Preprocessing (Signal Processing and Communications)
Verlag: CRC Press 2002-01-11
Erscheinungsjahr: 2002
Sprache: Englisch
ISBN-10: 0824706595
ISBN-13: 9780824706593
Einband: Hardcover
Auflage: 2. Auflage
Zustand: New

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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.

�ber die Autorin bzw. den Autor

Sing T. Bow

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