Enhanced bisecting k -means clustering using intermediate cooperation

Bisecting k-means (BKM) is very attractive in many applications as document-retrieval/indexing and gene expression analysis problems. However, in some scenarios when a fraction of the dataset is left behind with no other way to re-cluster it again at each level of the binary tree, a “refinement” is...

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Veröffentlicht in:	Pattern recognition 2009-11, Vol.42 (11), p.2557-2569
Hauptverfasser:	Kashef, R., Kamel, M.S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Bisecting clustering Cooperative clustering Exact sciences and technology Information theory Information, signal and communications theory Quality measures Signal and communications theory Signal representation. Spectral analysis Signal, noise Telecommunications and information theory
Online-Zugang:	Volltext
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