Call Boomerang Books 1300 36 33 32

sign up for Boomerang Books BulletinGet Latest Book News + FREE Shipping. Subscribe to the Boomerang Books Bulletin eNewsletter right now!

Description - Independent Component Analysis by Stephen Roberts

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.

Buy Independent Component Analysis by Stephen Roberts from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9780521792981
ISBN-10: 0521792983
Format: Hardback
(228mm x 152mm x 24mm)
Pages: 352
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 1-Mar-2001
Country of Publication: United Kingdom

Book Reviews - Independent Component Analysis by Stephen Roberts

» Have you read this book? We'd like to know what you think about it - write a review about Independent Component Analysis book by Stephen Roberts and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)

Write Review

Books By Stephen Roberts

People's Charter by Stephen Roberts
Paperback, October 2002
Images of Chartism by Stephen Roberts
Paperback, November 1998
Against the Odds? by Stephen Roberts
Hardback, May 1997
Political Speeches and Journalism by Stephen Roberts
Paperback, January 1996