Optimization and Parallelization of Fuzzy Clustering Algorithm Based on the Improved Kmeans++ Clustering

In the field of big data, fuzzy clustering algorithm is one of the most widely used clustering algorithm. Although fuzzy c-means (FCM) algorithm performs well, it still is difficult to ascertain the number of clusters and is sensitive to initial clustering center. To solve these problems, an improve...

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Vydané v:	IOP conference series. Materials Science and Engineering Ročník 768; číslo 7; s. 72106 - 72112
Hlavní autori:	Ma, Yu, Cheng, Wenjuan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bristol IOP Publishing 01.03.2020
Predmet:	Algorithms Clustering Optimization Parallel processing
ISSN:	1757-8981, 1757-899X
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