Cluster Ensembles

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.

• Type: Conference
• Year: 2004
• Where: GFKL
• Authors: Kurt Hornik
• Keywords: Basic Data Structures, Cluster Ensembles, Extensible Computational Environment, GFKL 2004