PIFHC: The Probabilistic Intuitionistic Fuzzy Hierarchical Clustering Algorithm

Hierarchical clustering techniques help in building a tree-like structure called dendrogram from the data points which can be used to find the closest related data objects. This paper presents a novel hierarchical clustering technique which considers intuitionistic fuzzy sets to deal with the uncert...

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Veröffentlicht in:	Applied soft computing Jg. 120; S. 108584
Hauptverfasser:	Varshney, Ayush K., Muhuri, Pranab K., Danish Lohani, Q.M.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.05.2022
Schlagworte:	Fuzzy clustering Hierarchical clustering Intuitionistic fuzzy sets Probabilistic Euclidean distance measure Probabilistic intuitionistic fuzzy hierarchical clustering algorithm Probabilistic weights Intuitionistic fuzzy sets Probabilistic Euclidean distance measure Fuzzy clustering Hierarchical clustering Probabilistic intuitionistic fuzzy hierarchical clustering algorithm Probabilistic weights
ISSN:	1568-4946, 1872-9681, 1872-9681
Online-Zugang:	Volltext
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