Design and Implementation of an Improved K-Means Clustering Algorithm

Aiming at the problems of the traditional K-means clustering algorithm, such as the local optimal solution and the slow clustering speed caused by the uncertainty of k value and the randomness of the initial cluster center selection, this paper proposes an improved KMeans clustering method. The algo...

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Bibliographic Details

Published in:	Mobile information systems Vol. 2022; pp. 1 - 10
Main Author:	Zhao, Huiling
Format:	Journal Article
Language:	English
Published:	Amsterdam Hindawi 22.09.2022 John Wiley & Sons, Inc
Subjects:	Accuracy Algorithms Classification Cluster analysis Clustering Data points Datasets Methods Vector quantization
ISSN:	1574-017X, 1875-905X
Online Access:	Get full text
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