Signal Processing Techniques for Knowledge Extraction and Information Fusion (Information Technology: Transmission, Processing and Storage) - Tapa dura

 
9780387743660: Signal Processing Techniques for Knowledge Extraction and Information Fusion (Information Technology: Transmission, Processing and Storage)
Tapa dura
ISBN 10: 0387743669 ISBN 13: 9780387743660
Editorial: Springer, 2008

Sinopsis

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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De la contraportada

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.

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Editorial
Springer
Año de publicación
2008
Idioma
Inglés
ISBN 10 
0387743669
ISBN 13 
9780387743660
Encuadernación
Tapa dura
Número de páginas
344
Editor
Kuh Anthony, Mandić Danilo, Golz Martin
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9781441944955: Signal Processing Techniques for Knowledge Extraction and Information Fusion

Edición Destacada

ISBN 10:  1441944958 ISBN 13:  9781441944955
Editorial: Springer, 2010
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