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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Vydané v:	2010 Third International Symposium on Intelligent Information Technology and Security Informatics s. 63 - 67
Hlavní autori:	Shi Na, Liu Xumin, Guan Yong
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.04.2010
Predmet:	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
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