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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications: 410 (Studies in Computational Intelligence, 410) - Softcover
Synopsis
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.
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Review
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)"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2014
- ISBN 10 3642439802
- ISBN 13 9783642439803
- BindingPaperback
- LanguageEnglish
- Number of pages368
- EditorGeorgieva Petia, Mihaylova Lyudmila, Jain Lakhmi C
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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: 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 Aug 2014, 2014
ISBN 10: 3642439802
ISBN 13: 9783642439803
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Taschenbuch. Condition: 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. Seller Inventory # 9783642439803
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Advances in Intelligent Signal Processing and Data Mining
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ISBN 13: 9783642439803
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Condition: 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. Seller Inventory # 5061048
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Advances in Intelligent Signal Processing and Data Mining : Theory and Applications
Published by
Springer Berlin Heidelberg, 2014
ISBN 10: 3642439802
ISBN 13: 9783642439803
New
Taschenbuch
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Taschenbuch. Condition: 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. Seller Inventory # 9783642439803
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Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence, 410)
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