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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Vydané v:	Pattern recognition letters Ročník 93; s. 78 - 84
Hlavný autor:	Banharnsakun, Anan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Amsterdam Elsevier B.V 01.07.2017 Elsevier Science Ltd
Predmet:	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
On-line prístup:	Získať plný text
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