Convex Clustering Methods and Clustering Indexes

Convex Clustering methods, including K-means algorithm, On-line Update algorithm (Hard Competitive Learning) and Neural Gas algorithm (Soft Competitive Learning), and calculation of several indexes for finding the number of clusters in a data set.


Reference manual

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0.6-21 by Kurt Hornik, 4 years ago

Browse source code at

Authors: Evgenia Dimitriadou [aut] , Kurt Hornik [ctb, cre]

Documentation:   PDF Manual  

Task views: Cluster Analysis & Finite Mixture Models

GPL-2 license

Imports stats

Imported by DrugClust.

Depended on by MOCCA.

Suggested by FCPS.

Enhanced by clue.

See at CRAN