K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data

Advances in recent techniques for scientific data collection in the era of big data allow for the systematic accumulation of large quantities of data at various data-capturing sites. Similarly, exponential growth in the development of different data analysis approaches has been reported in the liter...

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Vydáno v:	Information sciences Ročník 622; s. 178 - 210
Hlavní autoři:	Ikotun, Abiodun M., Ezugwu, Absalom E., Abualigah, Laith, Abuhaija, Belal, Heming, Jia
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Inc 01.04.2023
Témata:	Big data clustering Clustering algorithm Improved k-means K-means K-means variants Modified k-means Perspectives on big data clustering K-means K-means variants Modified k-means Big data clustering Perspectives on big data clustering Clustering algorithm Improved k-means
ISSN:	0020-0255, 1872-6291
On-line přístup:	Získat plný text
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