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Advances in Intelligent Signal Processing and Data Mining - Theory and Applications (Hardcover, 2013 ed.) Loot Price: R4,486
Discovery Miles 44 860
Advances in Intelligent Signal Processing and Data Mining - Theory and Applications (Hardcover, 2013 ed.): Petia Georgieva,...

Advances in Intelligent Signal Processing and Data Mining - Theory and Applications (Hardcover, 2013 ed.)

Petia Georgieva, Lyudmila Mihaylova, Lakhmi C. Jain

Series: Studies in Computational Intelligence, 410

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Loot Price R4,486 Discovery Miles 44 860 | Repayment Terms: R420 pm x 12*

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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.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Studies in Computational Intelligence, 410
Release date: July 2012
First published: 2013
Editors: Petia Georgieva • Lyudmila Mihaylova • Lakhmi C. Jain
Dimensions: 235 x 155 x 23mm (L x W x T)
Format: Hardcover
Pages: 354
Edition: 2013 ed.
ISBN-13: 978-3-642-28695-7
Categories: Books > Computing & IT > Applications of computing > Signal processing
Books > Computing & IT > Applications of computing > Databases > Data mining
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LSN: 3-642-28695-X
Barcode: 9783642286957

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