Pattern Recognition and Prediction With Applications to Signal Characterization

David H. Kil et Frances B. Shin

ISBN 10: 1563964775 / ISBN 13: 9781563964770

Editore: American Institute of Physics, 1998

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Ancien livre de bibliothèque. Légères traces d'usure sur la couverture. Edition 1998. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. Slight signs of wear on the cover. Edition 1998. Ammareal gives back up to 15% of this item's net price to charity organizations. Codice articolo D-570-025

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Titolo: Pattern Recognition and Prediction With ...

Casa editrice: American Institute of Physics

Data di pubblicazione: 1998

Legatura: Hardcover

Condizione: Bon

Descrizione articolo

Riassunto:

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.

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.