Advances in Intelligent Signal Processing and Data Mining : Theory and Applications
Language: English
Published by Springer, 2012
- Hardcover
- New
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
AbeBooks seller since April 6, 2009
Condition: New
US$ 208.25
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Add to basketSeller Inventory # 17845999-n
- Title
- Advances in Intelligent Signal Processing and Data Mining : Theory and Applications
- Author
- Georgieva, Petia (EDT); Mihaylova, Lyudmila (EDT); Jain, Lakhmi C. (EDT)
- Publisher
- Springer
- Publication year
- 2012
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 364228695X
- ISBN 13
- 9783642286957
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.
"Synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About the title" may belong to another edition of this title.
GreatBookPrices
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