Advances in Intelligent Signal Processing and Data Mining: Theory and Applications - Couverture souple

 
9783642439803: Advances in Intelligent Signal Processing and Data Mining: Theory and Applications

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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Présentation de l'éditeur

With contributions from leading experts in the field, this volume presents the most efficient statistical and deterministic methods for information processing and applications that allow the extraction of targeted data and the discovery of hidden patterns.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9783642286957: Advances in Intelligent Signal Processing and Data Mining: Theory and Applications

Edition présentée

ISBN 10 :  364228695X ISBN 13 :  9783642286957
Editeur : Springer-Verlag Berlin and Heide..., 2012
Couverture rigide