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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Bibliographic Details

Published in:	Pattern recognition letters Vol. 67; pp. 122 - 129
Main Authors:	Pedrycz, Witold, Gacek, Adam, Wang, Xianmin
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2015
Subjects:	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
Online Access:	Get full text
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