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k-Means Projective Clustering

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k-Means Projective Clustering

by Yohai Devir

 

19 Dec 2006 (Updated 19 Dec 2006)

Perform projective clusterig

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Description

An implementation of "k-Means Projective Clustering" by P. K. Agarwal and N. H. Mustafa.

This method of clustering is based on finding few subspaces such that each point is close to a subspace.

MATLAB release MATLAB 7.1.0 (R14SP3)
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Comments and Ratings (1)
02 May 2009 Gilles Criton

Yohai Devir provided a very useful subspace clustering algorithm. Especially because it is rare to find in matlab a such code.
The code is really clear, and works very well.

Thank you Yohai.
 

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Tag Activity for this File
Tag Applied By Date/Time
statistics Yohai Devir 22 Oct 2008 08:53:18
probability Yohai Devir 22 Oct 2008 08:53:18
projective clustering Yohai Devir 22 Oct 2008 08:53:18
kmeans Yohai Devir 22 Oct 2008 08:53:18
clustering Yohai Devir 22 Oct 2008 08:53:18
clustering Gilles Criton 02 May 2009 07:45:03
kmeans Gilles Criton 02 May 2009 07:45:06
projective clustering Gilles Criton 02 May 2009 07:45:08
statistics Gilles Criton 02 May 2009 07:45:11

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