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

Georgieva, Petia, Lyudmila Mihaylova und C Jain Lakhmi:

ISBN 10: 364228695X / ISBN 13: 9783642286957

Verlag: Springer, 2012

Beschreibung

Seiten; 9783642286957.2 Gewicht in Gramm: 1.

Bestandsnummer des Verkäufers 668016

Bibliografische Details

• Titel: Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence, 410, Band 410)
• Verlag: Springer
• Veröffentlichungsdatum: 2012
• Sprache: Englisch
• ISBN-10: 364228695X
• ISBN-13: 9783642286957
• Bindung: hardcover
• Zustand: Sehr gut
• Verkäuferkataloge:
  • Varia

Über diesen Titel

Inhaltsangabe

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.