Novel correlation coefficient between hesitant fuzzy sets with application to medical diagnosis

X Liu, Z Wang, S Zhang, H Garg - Expert Systems with Applications, 2021 - Elsevier
As an extension of the fuzzy set, the hesitant fuzzy set (HFS) is an effective tool for handling
uncertainty and vagueness in decision making problems. Considering that the correlation …

Hesitant Mahalanobis distance with applications to estimating the optimal number of clusters

K Chao, H Zhao, Z Xu - International Journal of Intelligent …, 2021 - Wiley Online Library
Distance measure is an essential tool to characterize the difference between two samples.
Recently, lots of distance measures have been proposed for hesitant fuzzy sets (HFSs). In …

New correlation coefficients for hesitant fuzzy sets

T González-Arteaga, JCR Alcantud… - 2015 Conference of …, 2015 - atlantis-press.com
The previous correlation measures for hesitant fuzzy sets proposed in the literature only
capture the strength of the correlations. We present a new approach based on the classical …

Improved correlation measures for hesitant fuzzy sets

B Farhadinia - 2018 6th Iranian Joint Congress on Fuzzy and …, 2018 - ieeexplore.ieee.org
Most of the existing correlation measures for fuzzy sets return the value one to reflect a
perfect linear relationship between objects, but they do not give us sufficient information …

Similarity measure of hesitant fuzzy sets based on implication function and clustering analysis

W Zeng, R Ma, Q Yin, Z Xu - IEEE Access, 2020 - ieeexplore.ieee.org
Hesitant fuzzy set (HFS) permits several possible values as the membership degree of an
element to a set to express the decision makers' hesitance. Since its appearance, HFS has …

Novel distance and similarity measures on hesitant fuzzy sets with applications to clustering analysis

X Zhang, Z Xu - Journal of Intelligent & Fuzzy Systems, 2015 - content.iospress.com
Distance and similarity measures are fundamentally important in a variety of scientific fields
such as clustering analysis, pattern recognition and decision making, etc. In this paper, by …

A modified correlation coefficient of probabilistic hesitant fuzzy sets and its applications of decision making, medical diagnosis, cluster analysis

M Liu, X Zhang, Z Mo - International Journal of Fuzzy Systems, 2023 - Springer
Correlation coefficients characterize relationships of various fuzzy sets and thus facilitate
relevant applications. Regarding correlation coefficients of hesitant fuzzy sets (HFSs), a …

New distance and similarity measures for hesitant fuzzy sets and their application in hierarchical clustering

K Rezaei, H Rezaei - Journal of Intelligent & Fuzzy Systems, 2020 - content.iospress.com
The hesitant fuzzy sets (HFSs) are an extension of the classical fuzzy sets. The membership
degree of each element in a hesitant fuzzy set can be a set of possible values in the interval …

Some studies on properties of hesitant fuzzy sets

M Xia, Z Xu - International Journal of Machine Learning and …, 2017 - Springer
Due to the advantages in dealing with fuzziness and uncertainty, hesitant fuzzy sets have
attracted many attentions of researchers. To enlarge the range of their application, it is …

Correlation measures of dual hesitant fuzzy sets

L Wang, M Ni, L Zhu - Journal of Applied Mathematics, 2013 - Wiley Online Library
The dual hesitant fuzzy sets (DHFSs) were proposed by Zhu et al.(2012), which encompass
fuzzy sets, intuitionistic fuzzy sets, hesitant fuzzy sets, and fuzzy multisets as special cases …