A decision-theoretic fuzzy rough set in hesitant fuzzy information systems and its application in multi-attribute decision-making

H Jiang, BQ Hu - Information Sciences, 2021 - Elsevier
Decision-theoretic rough sets (DTRSs) as a classic model of three-way decisions have been
widely applied in the field of risk decision-making. Considering situations where experts …

A new aggregation method-based error analysis for decision-theoretic rough sets and its application in hesitant fuzzy information systems

D Liang, Z Xu, D Liu - IEEE Transactions on Fuzzy Systems, 2016 - ieeexplore.ieee.org
Decision-theoretic rough sets (DTRSs) capture the decision semantics and can deduce
three-way decisions with respect to the minimum expected risk. Considering the new …

Three-way decisions based on decision-theoretic rough sets with dual hesitant fuzzy information

D Liang, Z Xu, D Liu - Information Sciences, 2017 - Elsevier
Decision-theoretic rough sets (DTRSs) as a classic model of three-way decisions have been
widely applied in the area of risk decision-making. When we confront the complicated and …

A novel risk decision making based on decision-theoretic rough sets under hesitant fuzzy information

D Liang, D Liu - IEEE Transactions on Fuzzy Systems, 2014 - ieeexplore.ieee.org
Decision-theoretic rough sets (DTRSs) play a crucial role in risk decision-making problems.
With respect to the minimum expected risk, DTRSs deduce the rules of three-way decisions …

Dual hesitant fuzzy rough set and its application

H Zhang, L Shu, S Liao, C Xiawu - Soft Computing, 2017 - Springer
In this paper, we propose a general framework for the study of dual hesitant fuzzy rough sets
integrating rough set theory with dual hesitant fuzzy set theory in which both constructive …

Hesitant fuzzy rough set over two universes and its application in decision making

H Zhang, L Shu, S Liao - Soft Computing, 2017 - Springer
In this paper, we propose a general decision-making framework based on the HF rough set
model over two universes. By a constructive approach, the HF rough set model over two …

A novel probabilistic hesitant fuzzy rough set based multi-criteria decision-making method

C Jin, J Mi, F Li, M Liang - Information Sciences, 2022 - Elsevier
In this study, the fusion of probabilistic hesitant fuzzy sets (PHFSs) and rough sets is
explored and applied to uncertain multi-criteria decision-making (MCDM). First, to reduce …

Multigranulation rough set model in hesitant fuzzy information systems and its application in person-job fit

C Zhang, D Li, Y Zhai, Y Yang - International Journal of Machine Learning …, 2019 - Springer
Person-job fit is a significant issue in the variety of critical business intelligence applications
that aims to match suitable professional abilities with job demands for each job seeker, and …

Applications of probabilistic hesitant fuzzy rough set in decision support system

MA Khan, S Ashraf, S Abdullah, F Ghani - Soft computing, 2020 - Springer
The objective of this manuscript is to present the notion of probabilistic hesitant fuzzy rough
(PHFR) set and their basic operations. As a generalization of the sets, PHFR set is a more …

Constructive and axiomatic approaches to hesitant fuzzy rough set

X Yang, X Song, Y Qi, J Yang - Soft Computing, 2014 - Springer
Hesitant fuzzy set is a generalization of the classical fuzzy set by returning a family of the
membership degrees for each object in the universe. Since how to use the rough set model …