Independent Component Analysis

Name: Independent Component Analysis
Brand: Cambridge University Press
SKU: 9780521792981
Price: 60761 HUF
Availability: InStock

Principles and Practice

Szerző: Richard Everson, Stephen Roberts

Nyelv:

Kötés: Kemény kötésű

Kiadó: Cambridge University Press

Elérhetőség: Beszállítói készleten

Küldés 9-15 napon belül

60 761 Ft

Independent Component Analysis (ICA) has recently become an important tool for modelling and underst...

Információk a könyvről

Szerző

Richard Everson, Stephen Roberts

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2001

oldal

352

EAN

9780521792981

ISBN

0521792983

Enbook ID

02043519

Kiadó

Cambridge University Press

Súly

700

Méretek

152 x 229 x 24

Teljes leírás

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.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Independent Component Analysis

Principles and Practice

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták