DBCURE-MR: An efficient density-based clustering algorithm for large data using MapReduce

Clustering is a useful data mining technique which groups data points such that the points within a single group have similar characteristics, while the points in different groups are dissimilar. Density-based clustering algorithms such as DBSCAN and OPTICS are one kind of widely used clustering alg...

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Veröffentlicht in:	Information systems (Oxford) Jg. 42; S. 15 - 35
Hauptverfasser:	Kim, Younghoon, Shim, Kyuseok, Kim, Min-Soeng, Sup Lee, June
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.06.2014
Schlagworte:	Clustering algorithm Density-based clustering MapReduce Parallel algorithm Parallel algorithm Clustering algorithm Density-based clustering MapReduce
ISSN:	0306-4379, 1873-6076
Online-Zugang:	Volltext
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