Pattern Recognition and Prediction With Applications to Signal Characterization - Rilegato

Kil, David H.; Shin, Frances B.

 
9781563964770: Pattern Recognition and Prediction With Applications to Signal Characterization
Rilegato
ISBN 10: 1563964775 ISBN 13: 9781563964770
Casa editrice: Amer Inst of Physics, 1998

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Contenuti

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.

Product Description

Book by Kil David H Shin Frances B

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Amer Inst of Physics
Data di pubblicazione
1998
Lingua
Inglese
ISBN 10 
1563964775
ISBN 13 
9781563964770
Rilegatura
Copertina rigida
Numero di pagine
418
Contatto del produttore
non disponibile
Persona responsabile
Buchpark GmbH
gpsr@buchpark.de

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Trebbin
Brandenburg
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Germania