Improvements on correlation coefficients of hesitant fuzzy sets and their applications

G Sun, X Guan, X Yi, Z Zhou - Cognitive Computation, 2019 - Springer
Hesitant fuzzy set (HFS) can express the hesitancy and uncertainty according to human's
cognitions and knowledge. The decision making with HFSs can be regarded as a cognitive …

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 …

Novel correlation coefficients between hesitant fuzzy sets and their application in decision making

H Liao, Z Xu, XJ Zeng - Knowledge-Based Systems, 2015 - Elsevier
Hesitant fuzzy set (HFS) is now attracting more and more scholars' attention due to its
efficiency in representing comprehensively uncertain and vague information. Considering …

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 …

Synthetic correlation coefficient between hesitant fuzzy sets with applications

X Guan, G Sun, X Yi, Z Zhou - International Journal of Fuzzy Systems, 2018 - Springer
Hesitant fuzzy sets (HFSs) are becoming more and more popular in the fuzzy domain and
attract great attentions. As an important research orientation of HFSs, the correlation …

On generalized correlation coefficients of the hesitant fuzzy sets with their application to clustering analysis

S Singh, S Lalotra - Computational and Applied Mathematics, 2019 - Springer
Hesitant fuzzy sets (HFSs) are considered as a powerful tool to deal with uncertain
information in the problems of group decision making (GDM). To measure the degree of …

Correlation coefficients of hesitant fuzzy sets and their application based on fuzzy measures

F Meng, X Chen - Cognitive Computation, 2015 - Springer
In this paper, several new correlation coefficients of hesitant fuzzy sets are defined, not
taking into account the length of hesitant fuzzy elements and the arrangement of their …

A modified class of correlation coefficients of hesitant fuzzy information

B Farhadinia, H Liao, E Herrera-Viedma - Soft Computing, 2021 - Springer
Due to the importance of correlation coefficient in data analysis, researchers have shown
interest in the concept of correlation coefficient for the extensions of fuzzy sets, in particular …

Distance and similarity measures for hesitant fuzzy sets

Z Xu, M Xia - Information sciences, 2011 - Elsevier
In this paper, we propose a variety of distance measures for hesitant fuzzy sets, based on
which the corresponding similarity measures can be obtained. We investigate the …

Novel correlation coefficients for hesitant fuzzy sets and their applications to supplier selection and medical diagnosis

J Yang, X Tang, S Yang - Journal of Intelligent & Fuzzy …, 2018 - content.iospress.com
Hesitant fuzzy set theory provides an effective technique for researchers and engineers to
cope with vagueness and uncertainty. In recent years, to explore the correlation between …