On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling

By Addisson Salazar

Book Overview

Introduction.-

ICA and ICAMM Methods.-

Learning Mixtures of Independent Component Analysers.-

Hierarchical Clustering from ICA Mixtures.-

Application of ICAMM to Impact-Echo Testing.-

Cultural Heritage Applications: Archaeological Ceramics and Building Restoration.-

Other Applications: Sequential Dependence Modelling and Data Mining.-

Conclusions.

• Format: Paperback
• Language: English
• ISBN: 3642428754
• ISBN13: 9783642428753
• Release Date: August 2014
• Publisher: Springer
• Length: 186 Pages
• Weight: 0.66 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"