An Efficient MapReduce-Based Parallel Clustering Algorithm for Distributed Traffic Subarea Division

Traffic subarea division is vital for traffic system management and traffic network analysis in intelligent transportation systems (ITSs). Since existing methods may not be suitable for big traffic data processing, this paper presents a MapReduce-based Parallel Three-Phase K-Means (Par3PKM) algorith...

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Bibliographic Details
Main Authors: Dawen Xia, Binfeng Wang, Yantao Li, Zhuobo Rong, Zili Zhang
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2015/793010