Clustering in augmented space of granular constraints: A study in knowledge-based clustering

•A concept of clustering in augmented spaces of granular constraints is presented.•Granular constraints are regarded as sources of domain knowledge.•Order-2 clusters are constructed and interpreted.•Clustering of information granules is also studied. In this study, a paradigm of fuzzy clustering is...

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Vydáno v:	Pattern recognition letters Ročník 67; s. 122 - 129
Hlavní autoři:	Pedrycz, Witold, Gacek, Adam, Wang, Xianmin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.12.2015
Témata:	Granular clustering Granular constraints Information granules Information granules of order-2 and type-2 Knowledge-based clustering Time series Knowledge-based clustering Information granules of order-2 and type-2 Information granules Granular clustering Granular constraints Time series
ISSN:	0167-8655, 1872-7344
On-line přístup:	Získat plný text
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