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Fast Affinity Propagation Clustering under Given Number of Clusters

03 Nov 2009

Fast searching the given number of clusters

File Information
Description	The searching process is necessary for the Affinity propagation clustering (AP) when one demands a clustering solution under given number of clusters. The Fast AP uses multi-grid searching to reduce the calling times of AP, and improves the upper bound of preference parameter to reduce the searching scope, so that it can (largely) enhance the speed performance of AP under given number of clusters.
MATLAB release	MATLAB 7.2 (R2006a)
Zip File Content
Other Files	apcluster.m, apclusterK.m, apclusterK_fast.m, data_load.m, ind2cluster.m, iris.txt, license.txt, mainFastAP_exactK.m, ReadmeChinese.txt, simatrix_ap.m, similarity_euclid.m, similarity_pearson.m

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Everyone's Tags	clustering, statistics
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Tag Activity for this File
Tag	Applied By	Date/Time
clustering	Kaijun Wang	03 Nov 2009 12:21:10
statistics	Kaijun Wang	03 Nov 2009 12:21:10

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