This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems relate

Principal component analysis is probably the oldest and best known of the It was first introduced by Pearson (1901), techniques ofmultivariate analysis. and dev

Independent Component Analysis (ICA) is a fast developing area of intense research interest. Following on from Self-Organising Neural Networks: Independent Comp

This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data dra

This book describes and discusses the use of principal component analysis (PCA) for different types of problems in a variety of disciplines, including engineeri