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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Bibliographic Details

Published in:	Applied soft computing Vol. 120; p. 108584
Main Authors:	Varshney, Ayush K., Muhuri, Pranab K., Danish Lohani, Q.M.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.05.2022
Subjects:	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 Access:	Get full text
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