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Showing posts with label subspace-clustering. Show all posts
Showing posts with label subspace-clustering. Show all posts

Subspace Clustering of Very Sparse High-Dimensional Data

*** Abstract: In this paper we consider the problem of clustering collections of very short texts using subspace clustering.  This problem a...

Subspace Clustering for High-Dimensional Data Using Cluster Structure Similarity

*** Abstract: This article describes how recently, because of the curse of dimensionality in high dimensional data, a significant amount of ...

Subspace clustering for high dimensional data: a review

*** Abstract: Subspace clustering is an extension of traditional clustering that seeks to find clusters in different subspaces within a data...