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

Pattern Recognition Letters（2017）

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摘要

•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 maintained.

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关键词

Artificial Bee Colony (ABC),MapReduce,Data mining,Clustering,Distributed computing,Hadoop

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