Deep density-based image clustering

Recently, deep clustering, which is able to perform feature learning that favors clustering tasks via deep neural networks, has achieved remarkable performance in image clustering applications. However, the existing deep clustering algorithms generally need the number of clusters in advance, which i...

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Vydané v:	Knowledge-based systems Ročník 197; s. 105841
Hlavní autori:	Ren, Yazhou, Wang, Ni, Li, Mingxia, Xu, Zenglin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Amsterdam Elsevier B.V 07.06.2020 Elsevier Science Ltd
Predmet:	Algorithms Artificial neural networks Clustering Data Deep clustering Density Density-based clustering Experiments Feature extraction Feature learning Machine learning Neural networks Task performance Feature learning Density-based clustering Deep clustering
ISSN:	0950-7051, 1872-7409
On-line prístup:	Získať plný text
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