Signal Processing Techniques for Knowledge Extraction and Information Fusion - Rilegato

 
9780387743660: Signal Processing Techniques for Knowledge Extraction and Information Fusion
Rilegato
ISBN 10: 0387743669 ISBN 13: 9780387743660
Casa editrice: Springer-Verlag GmbH, 2008

Sinossi

This book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed directions in DSP-based knowledge extraction and information fusion. The book includes contributions presenting both novel algorithms and existing applications, emphasizing on-line processing of real-world data. Readers discover applications that solve biomedical, industrial, and environmental problems.

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Dalla quarta di copertina

This state-of-the-art resource brings together the latest findings from the cross-fertilization of signal processing, machine learning and computer science.  The emphasis is on demonstrating synergy of different signal processing methods with knowledge extraction and heterogeneous information fusion. Issues related to the processing of signals with low signal-to-noise ratio, solving real-world multi-channel problems, and using adaptive techniques where nonstationarity, uncertainty and complexity play major roles are addressed.  Particular methods include Independent Component Analysis, Support Vector Machines, Distributed and Collaborative Adaptive Filtering, Empirical Mode Decomposition, Self Organizing Maps, Fuzzy Logic, Evolutionary Algorithms and several others used frequently in these fields.  Also included are both important and novel applications from telecommunications, renewable energy and biomedical engineering.

Signal Processing Techniques for Knowledge Extraction and Information Fusion which proposes new techniques for extracting knowledge based on combining heterogeneous information sources is an excellent reference for professionals in signal and image processing, machine learning, data and sensor fusion, computational intelligence, knowledge discovery, pattern recognition, and environmental science and engineering.

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

Editore
Springer-Verlag GmbH
Data di pubblicazione
2008
Lingua
Inglese
ISBN 10 
0387743669
ISBN 13 
9780387743660
Rilegatura
Copertina rigida
Numero di pagine
320
Redattore
Mandic Danilo, Golz Martin, Kuh Anthony
Contatto del produttore
non disponibile
Persona responsabile
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

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Altre edizioni note dello stesso titolo

9781441944955: Signal Processing Techniques for Knowledge Extraction and Information Fusion

Edizione in evidenza

ISBN 10:  1441944958 ISBN 13:  9781441944955
Casa editrice: Springer, 2010
Brossura