in the UK
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.
Cambridge University Press
Other books by this author See all titles
Gang Wars of the North: The Inside Story of the Deadly Battle Between Viv Graham and Lee Duffy (Paperback)
You save: £2.00
You save: £1.75
This book can be found in...
The prices displayed are for website purchases only, and may differ to the prices in Waterstones shops.