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612-822-4611
Pattern Recognition Using Neural Networks: Theory and Algorithms for Engineers and Scientists

Pattern Recognition Using Neural Networks: Theory and Algorithms for Engineers and Scientists

Hardcover

General Computers

ISBN10: 0195079205
ISBN13: 9780195079203
Publisher: Oxford University Press
Published: Feb 20 1997
Pages: 480
Weight: 2.22
Height: 1.06 Width: 7.76 Depth: 9.52
Language: English
Pattern Recognition Using Neural Networks covers traditional linear pattern recognition and its nonlinear extension via neural networks. The approach is algorithmic for easy implementation on a computer, which makes this a refreshing what-why-and-how text that contrasts with the theoretical approach and pie-in-the-sky hyperbole of many books on neural networks. It covers the standard decision-theoretic pattern recognition of clustering via minimum distance, graphical and structural methods, and Bayesian discrimination.

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General Computers