A CLUE for CLUster Ensembles

Publication: Scientific journalJournal articlepeer-review

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Abstract

Cluster ensembles are collections of individual solutions to a given clustering problem which are useful or necessary to consider in a wide range of applications. The R package clue provides an extensible computational environment for creating and analyzing cluster ensembles, with basic data structures for representing partitions and hierarchies, and facilities for computing on these, including methods for measuring proximity and obtaining consensus and "secondary" clusterings.
Original languageEnglish
Pages (from-to)1 - 25
JournalJournal of Statistical Software
Volume14
Issue number12
DOIs
Publication statusPublished - 2005

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