On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling - Springer Theses 4 (Hardback)
  • On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling - Springer Theses 4 (Hardback)
zoom

On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling - Springer Theses 4 (Hardback)

(author)
£109.99
Hardback 186 Pages / Published: 20/07/2012
  • Not available

This product is currently unavailable

Email me when available

Stay one step ahead and let us notify you when this item is next available to order

A natural evolution of statistical signal processing, in connection with the progressive increase in computational power, has been exploiting higher-order information. Thus, high-order spectral analysis and nonlinear adaptive filtering have received the attention of many researchers. One of the most successful techniques for non-linear processing of data with complex non-Gaussian distributions is the independent component analysis mixture modelling (ICAMM). This thesis defines a novel formalism for pattern recognition and classification based on ICAMM, which unifies a certain number of pattern recognition tasks allowing generalization. The versatile and powerful framework developed in this work can deal with data obtained from quite different areas, such as image processing, impact-echo testing, cultural heritage, hypnograms analysis, web-mining and might therefore be employed to solve many different real-world problems.

Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN: 9783642307515
Number of pages: 186
Weight: 483 g
Dimensions: 235 x 155 x 12 mm
Edition: 2013 ed.

You may also be interested in...

Superintelligence
Added to basket
£18.99
Hardback
Computer Vision
Added to basket
Bayesian Reasoning and Machine Learning
Added to basket
Machine Learning
Added to basket
£40.99
Paperback
Reinforcement Learning
Added to basket
The Elements of Statistical Learning
Added to basket
Artificial Intelligence: The Basics
Added to basket
Computers, Chess, and Cognition
Added to basket
LISP, Lore, and Logic
Added to basket
Darwin Among the Machines
Added to basket
Dark Pools
Added to basket
£9.99
Paperback
Introduction to Machine Learning
Added to basket
Constructions at Work
Added to basket
Visualize This
Added to basket
£30.99
Paperback

Please sign in to write a review

Your review has been submitted successfully.