A CLUE for CLUster Ensembles

Publikation: Wissenschaftliche FachzeitschriftOriginalbeitrag in FachzeitschriftBegutachtung

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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.
OriginalspracheEnglisch
Seiten (von - bis)1 - 25
FachzeitschriftJournal of Statistical Software
Jahrgang14
Ausgabenummer12
DOIs
PublikationsstatusVeröffentlicht - 2005

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