Pattern Recognition and Prediction with Applications to Signal Processing

 

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Pattern Recognition and Prediction with Applications to Signal Processing


by David H. Kil (Author)
by Frances B. Shin (Author)

 

Hardback

ISBN: 9781563964770

 

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This work covers pattern recognition and prediction with applications to signal processing audio/speech, and medical imaging.


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.


 

ISBN 1563964775
ISBN13 9781563964770
Publisher American Institute of Physics
Format Hardback
Publication date 01/08/1997
Pages 440
Weight (grammes) 794
Published in United States
Height (mm) 234
Width (mm) 156

Contents: 1. Introduction. 2. Data Projection. 3. Feature Extraction and Optimization. 4. Classifier Architecture. 5. Hidden Markov Models. 6. Hierarchical and Hybrid Classification. 7. Pattern Recognition Summary. 8. Bioreject. 9. Reduced Dimension Image Compression. 10. Full Spectrum Signal Processing. 11. LFA Echo Characterization. 12. Nonlinear System Modeling with HMM. 13. Prediction and Trend Analysis. 14. Knowledge Creation in Business.

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