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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Vydané v:	Mobile information systems Ročník 2022; s. 1 - 10
Hlavný autor:	Zhao, Huiling
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Amsterdam Hindawi 22.09.2022 John Wiley & Sons, Inc
Predmet:	Accuracy Algorithms Classification Cluster analysis Clustering Data points Datasets Methods Vector quantization
ISSN:	1574-017X, 1875-905X
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