An Information Function Approach to Dimensionality Analysis and Curved Manifold Clustering

Publisher Summary This chapter focuses on an information function approach to dimensionality analysis and curved manifold clustering. The chapter discusses the potentialities of a method through Monte Carlo studies. It focuses on entropy in discrete and continuous cases and explains how a measure of uncertainty connected with the dimensionality analysis is under curved manifold clustering. The chapter also presents the applications of some weaving techniques.