Advances in Intelligent Signal Processing and Data Mining: Theory and Applications: 410 (Studies in Computational Intelligence, 410) - Hardcover

 
9783642286957: Advances in Intelligent Signal Processing and Data Mining: Theory and Applications: 410 (Studies in Computational Intelligence, 410)

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.

 

"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 this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783642439803: Advances in Intelligent Signal Processing and Data Mining: Theory and Applications: 410 (Studies in Computational Intelligence, 410)

Featured Edition

ISBN 10:  3642439802 ISBN 13:  9783642439803
Publisher: Springer, 2014
Softcover