On Consensus Clustering Validation

Abstract

Clustering ensemble approaches have been proposed aiming: to improve data clustering robustness and quality; reuse clustering solutions; cluster data in a distributed way. There are many alternative ways of building the clustering ensemble, defining the combination strategy and extraction algorithm, and choosing the final number of clusters. For a given… (More)
DOI: 10.1007/978-3-642-14980-1_37
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