A MapReduce-based artificial bee colony for large-scale data clustering

•A MapReduce-Based ABC for Large Scale Data Clustering.•Implementing based on the MapReduce model in the Hadoop framework.•Optimizing the assignment of large data instances to clusters.•The performance in dealing with massive data is improved.•The quality level of the clustering results is still mai...

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Veröffentlicht in:	Pattern recognition letters Jg. 93; S. 78 - 84
1. Verfasser:	Banharnsakun, Anan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Amsterdam Elsevier B.V 01.07.2017 Elsevier Science Ltd
Schlagworte:	Algorithms Artificial Bee Colony (ABC) Clustering Computer applications Data analysis Data mining Data processing Datasets Decision analysis Digital data Distributed computing Distributed processing Euclidean geometry Hadoop MapReduce Mathematical models Swarm intelligence Data mining Clustering Distributed computing Artificial Bee Colony (ABC) Hadoop MapReduce
ISSN:	0167-8655, 1872-7344
Online-Zugang:	Volltext
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