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"Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it.
It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing and more. Authors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields.
Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative."--BOOK JACKET.
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Independent component analysis
2001, J. Wiley, Wiley-Interscience, Wiley
in English
047140540X 9780471405405
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Edition Notes
Includes bibliographical references (p. 449-475) and index.
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- Created November 2, 2008
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August 18, 2010 | Edited by IdentifierBot | added LibraryThing ID |
April 16, 2010 | Edited by bgimpertBot | Added goodreads ID. |
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April 24, 2009 | Edited by ImportBot | add OCLC number |
November 2, 2008 | Created by ImportBot | Imported from Oregon Libraries MARC record |