Independent Component Analysis

Name: Independent Component Analysis
Brand: Cambridge University Press
SKU: 9780521792981
Price: 153.24 EUR
Availability: InStock

Principles and Practice

Autor: Richard Everson, Stephen Roberts

Jazyk:

Väzba: Pevná

Vydavateľ: Cambridge University Press

Dostupnosť: Skladom u dodávateľa

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153.24 €

Independent Component Analysis (ICA) has recently become an important tool for modelling and underst...

Informácie o knihe

Autor

Richard Everson, Stephen Roberts

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2001

Stránok

352

EAN

9780521792981

ISBN

0521792983

Enbook ID

02043519

Vydavateľ

Cambridge University Press

Hmotnosť

700

Rozmery

152 x 229 x 24

Kompletný popis

Independent Component Analysis (ICA) has recently become an important tool for modelling and understanding empirical datasets. It is a method of separating out independent sources from linearly mixed data, and belongs to the class of general linear models. ICA provides a better decomposition than other well-known models such as principal component analysis. This self-contained book contains a structured series of edited papers by leading researchers in the field, including an extensive introduction to ICA. The major theoretical bases are reviewed from a modern perspective, current developments are surveyed and many case studies of applications are described in detail. The latter include biomedical examples, signal and image denoising and mobile communications. ICA is discussed in the framework of general linear models, but also in comparison with other paradigms such as neural network and graphical modelling methods. The book is ideal for researchers and graduate students in the field.

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Independent Component Analysis

Principles and Practice

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