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Pattern Recognition and Prediction with Applications to Signal Processing

Pattern Recognition and Prediction with Applications to Signal Processing

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Modern Acoustics and Signal Processing

Pattern Recognition and Prediction with Applications to Signal Processing

David H. Kil | Frances B. Shin

Computers / Software Development & Engineering / General

Market: Engineers and researchers in neural networks, image processing, audio/speech, and medical imaging. This book begins by focusing on the theoretical aspect of pattern recognition and introduces an integrated pattern recognition paradigm, which combines preprocessing, low dimensional signal characterization, feature optimization, and mapping classifier architecture to good features in a seamless fashion. Later, the authors reinforce the concepts of pattern recognition and prediction with challenging real- world examples, encompassing financial market prediction, image coding, active and passive sonar processing, chaos modeling, and intelligent product design.

Publication Date: 18 February 1998
Publisher: American Inst. of Physics
Imprint: American Institute of Physics
ISBN-13: 9781563964770
Format: Hardback
Page Count: 418

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