Advances in Intelligent Signal Processing and Data Mining

Petia Georgieva

ISBN 10: 364228695X / ISBN 13: 9783642286957

Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg Jul 2012, 2012

About this Item

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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 368 pp. Englisch.

Seller Inventory # 9783642286957

Bibliographic Details

• Title: Advances in Intelligent Signal Processing and Data Mining
• Publisher: Springer Berlin Heidelberg, Springer Berlin Heidelberg Jul 2012
• Publication Date: 2012
• Language: English
• ISBN 10: 364228695X
• ISBN 13: 9783642286957
• Binding: Buch
• Condition: Neu

About this title

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.