Two improved k-means algorithms

[Display omitted] K-means algorithm is the most commonly used simple clustering method. For a large number of high dimensional numerical data, it provides an efficient method for classifying similar data into the same cluster. In this study, a tri-level k-means algorithm and a bi-layer k-means algor...

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Bibliographic Details

Published in:	Applied soft computing Vol. 68; pp. 747 - 755
Main Authors:	Yu, Shyr-Shen, Chu, Shao-Wei, Wang, Chuin-Mu, Chan, Yung-Kuan, Chang, Ting-Cheng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2018
Subjects:	Genetic algorithm k-Means algorithm Noise data Online machine learning Outlier Outlier k-Means algorithm Online machine learning Genetic algorithm Noise data
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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