Research on k-means Clustering Algorithm: An Improved k-means Clustering Algorithm

Clustering analysis method is one of the main analytical methods in data mining, the method of clustering algorithm will influence the clustering results directly. This paper discusses the standard k-means clustering algorithm and analyzes the shortcomings of standard k-means algorithm, such as the...

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Bibliographic Details

Published in:	2010 Third International Symposium on Intelligent Information Technology and Security Informatics pp. 63 - 67
Main Authors:	Shi Na, Liu Xumin, Guan Yong
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.04.2010
Subjects:	Algorithm design and analysis Clustering algorithms clustering analysis Computational complexity Data engineering Data mining distance Educational institutions Information analysis Iterative algorithms k-means algorithm Machine learning Partitioning algorithms
ISBN:	9781424467303, 1424467306
Online Access:	Get full text
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