On subspace clustering with density consciousness
Journal
International Conference on Information and Knowledge Management
Pages
804-805
Date Issued
2006
Author(s)
Abstract
In this paper, a problem, called "the density divergence problem" is explored. This problem is related to the phenomenon that the densities of the clusters vary in different subspace cardinalities. We take the densities into consideration in subspace clustering and explore an algorithm to adaptively determine different density thresholds to discover clusters in different subspace cardinalities.
Type
conference paper