Independent Component Analysis : Principles and Practice

Language: English

Published by Cambridge University Press, 2001

0521792983 / 9780521792981

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - 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.

Seller Inventory # 9780521792981

Title
Independent Component Analysis : Principles and Practice
Author
Stephen Roberts
Publisher
Cambridge University Press
Publication year
2001
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0521792983
ISBN 13
9780521792981
Item weight
722 grams
Dimensions
235x157x25 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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