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The book presents some of the most efficient statistical and deterministic methods for information processing and applications in order to extract targeted information and find hidden patterns. The techniques presented range from Bayesian approaches and their variations such as sequential Monte Carlo methods, Markov Chain Monte Carlo filters, Rao Blackwellization, to the biologically inspired paradigm of Neural Networks and decomposition techniques such as Empirical Mode Decomposition, Independent Component Analysis and Singular Spectrum Analysis.
The book is directed to the research students, professors, researchers and practitioners interested in exploring the advanced techniques in intelligent signal processing and data mining paradigms.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Recensione
From the reviews:
“This book is well structured and provides good coverage of several state-of-the-art approaches to intelligent signal processing and data mining. ... chapters contain examples and algorithms and are accompanied by useful illustrations (several of which are in color) that help to explain the described approaches. The audience for the book is researchers and practitioners in signal processing and data mining who are interested in the latest developments in these areas.” (Aris Gkoulalas-Divanis, Computing Reviews, May, 2013)Contenuti
From the content: Introduction to Intelligent Signal Processing and Data Mining.- Monte Carlo-Based Bayesian Group Object Tracking and Causal Reasoning.- A Sequential Monte Carlo Method for Multi-Target Tracking with the Intensity Filter.- Sequential Monte Carlo Methods for Localisation inWireless Networks.- A Sequential Monte Carlo Approach for Brain Source Localization.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
- EditoreSpringer Nature
- Data di pubblicazione2012
- ISBN 10 364228695X
- ISBN 13 9783642286957
- RilegaturaCopertina rigida
- LinguaInglese
- Numero di pagine349
- RedattoreGeorgieva Petia, Mihaylova Lyudmila, Jain Lakhmi C.
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Advances in Intelligent Signal Processing and Data Mining : Theory and Applications
Editore:
Springer Berlin Heidelberg, 2012
ISBN 10: 364228695X
ISBN 13: 9783642286957
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Condizione: Sehr gut. Zustand: Sehr gut - Buchschnitt verkürzt - gepflegter, sauberer Zustand - Ausgabejahr 2013 | Seiten: 368 | Sprache: Englisch | Produktart: Sonstiges. Codice articolo 11964293/12
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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence, 410, Band 410)
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hardcover. Condizione: Sehr gut. Seiten; 9783642286957.2 Gewicht in Gramm: 1. Codice articolo 668016
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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence, 410)
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Advances in Intelligent Signal Processing and Data Mining
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Springer Berlin Heidelberg Jul 2012, 2012
ISBN 10: 364228695X
ISBN 13: 9783642286957
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Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The book presents some of the most efficient statistical and deterministic methods for information processing and applications in order to extract targeted information and find hidden patterns. The techniques presented range from Bayesian approaches and their variations such as sequential Monte Carlo methods, Markov Chain Monte Carlo filters, Rao Blackwellization, to the biologically inspired paradigm of Neural Networks and decomposition techniques such as Empirical Mode Decomposition, Independent Component Analysis and Singular Spectrum Analysis. The book is directed to the research students, professors, researchers and practitioners interested in exploring the advanced techniques in intelligent signal processing and data mining paradigms. 368 pp. Englisch. Codice articolo 9783642286957
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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence, 410)
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Advances in Intelligent Signal Processing and Data Mining
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Computational Intelligence applied to engineeringLatest research on security and sensor networks in complex engineering systemsWritten by leading experts in the fieldThe book presents some of the most efficient statistical and de. Codice articolo 5055656
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Advances in Intelligent Signal Processing and Data Mining : Theory and Applications
Da: AHA-BUCH GmbH, Einbeck, Germania
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Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - The book presents some of the most efficient statistical and deterministic methods for information processing and applications in order to extract targeted information and find hidden patterns. The techniques presented range from Bayesian approaches and their variations such as sequential Monte Carlo methods, Markov Chain Monte Carlo filters, Rao Blackwellization, to the biologically inspired paradigm of Neural Networks and decomposition techniques such as Empirical Mode Decomposition, Independent Component Analysis and Singular Spectrum Analysis. The book is directed to the research students, professors, researchers and practitioners interested in exploring the advanced techniques in intelligent signal processing and data mining paradigms. Codice articolo 9783642286957
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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications
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Hardcover. Condizione: Brand New. 2013 edition. 368 pages. 9.25x6.25x1.00 inches. In Stock. Codice articolo x-364228695X
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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence)
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Hardcover. Condizione: Like New. Like New. book. Codice articolo ERICA773364228695X6
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