文章基本信息

标题：An Improved K-means Clustering Algorithm
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作者：Huang, Xiuchang ; Su, Wei
期刊名称：Journal of Networks
印刷版ISSN：1796-2056
出版年度：2014
卷号：9
期号：1
页码：161-167
DOI：10.4304/jnw.9.01.161-167
语种：English
出版社：Academy Publisher
摘要：An improved k-means clustering algorithm based on K-MEANS algorithm is proposed. This paper gives an improved traditional algorithm by analyzing the statistical data. After a comparison between the actual data and the simulation data, this paper safely shows that the improved algorithm significantly reduce classification error on the simulation data set and the quality of the improved algorithm is much better than K-MEANS algorithm. Such comparative results confirm that the improved algorithm is a powerful for this problem
关键词：Trajectories Pattern Analysis;Clustering;K-MEANS