Petia Georgieva & Lakhmi C Jain 
Advances in Intelligent Signal Processing and Data Mining [PDF ebook] 
Theory and Applications

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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.
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Língua Inglês ● Formato PDF ● ISBN 9783642286964 ● Editor Petia Georgieva & Lakhmi C Jain ● Editora Springer Berlin Heidelberg ● Publicado 2012 ● Carregável 3 vezes ● Moeda EUR ● ID 6378195 ● Proteção contra cópia Adobe DRM
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