Advances in Intelligent Signal Processing and Data Mining

Name: Advances in Intelligent Signal Processing and Data Mining
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642286957
Price: 149.73 EUR
Availability: InStock

Theory and Applications

Autor: Petia Georgieva, Lyudmila Mihaylova, Lakhmi C. Jain

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

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149.73 €

The book presents some of the most efficient statistical and deterministic methods for information p...

Informácie o knihe

Autor

Petia Georgieva, Lyudmila Mihaylova, Lakhmi C. Jain

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2012

Stránok

354

EAN

9783642286957

ISBN

364228695X

Enbook ID

01660684

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

717

Rozmery

155 x 235 x 24

Kompletný popis

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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Advances in Intelligent Signal Processing and Data Mining

Theory and Applications

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež