Robust Spectral Ensemble Clustering via Rank Minimization

TKDD, pp. 1-25, 2019.

Cited by: 11|Views65
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Abstract:

Ensemble Clustering (EC) is an important topic for data cluster analysis. It targets to integrate multiple Basic Partitions (BPs) of a particular dataset into a consensus partition. Among previous works, one promising and effective way is to transform EC as a graph partitioning problem on the co-association matrix, which is a pair-wise si...More

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