Independent component analysis
By: Aapo Hyvärinen, Juha Karhunen, Erkki Oja.
Contributors: Karhunen, Juha.; Oja, Erkki.
Publisher: J. Wiley; Wiley-Interscience; Wiley
Published: 2001
Place of publication: New York
Language: eng
Number of pages: 481
Subjects: Multivariate analysis; Principal components analysis
Description: "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.
Notes: Includes bibliographical references (p. 449-475) and index.