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Independent Component Analysis (Hardcover) Loot Price: R4,533
Discovery Miles 45 330
Independent Component Analysis (Hardcover): A Hyvarinen

Independent Component Analysis (Hardcover)

A Hyvarinen

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Loot Price R4,533 Discovery Miles 45 330 | Repayment Terms: R425 pm x 12*

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A comprehensive introduction to ICA for students and practitioners

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.

Independent Component Analysis is divided into four sections that cover:

  • General mathematical concepts utilized in the book
  • The basic ICA model and its solution
  • Various extensions of the basic ICA model
  • Real-world applications for ICA models

Authors Hyvärinen, 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.

General

Imprint: John Wiley & Sons
Country of origin: United States
Release date: June 2001
First published: 2001
Authors: A Hyvarinen
Dimensions: 234 x 156 x 28mm (L x W x T)
Format: Hardcover
Pages: 504
ISBN-13: 978-0-471-40540-5
Categories: Books > Science & Mathematics > Physics > General
Books > Computing & IT > Computer hardware & operating systems > General
Books > Medicine > General issues > Medical equipment & techniques > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > General
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
LSN: 0-471-40540-X
Barcode: 9780471405405

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