Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters
IEEE Transactions on Computers
Nonlinear Intrinsic Dimensionality Computations
IEEE Transactions on Computers
An Algorithm for Finding Intrinsic Dimensionality of Data
IEEE Transactions on Computers
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
Stastical Estimation of the Intrinsic Dimensionality of a Noisy Signal Collection
IEEE Transactions on Computers
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The main thrust of this paper is to present a new algorithm for the analysis of structure in multivariate data point clusters from the standpoint of intrinsic (topological) dimensionality.