A novel three-way decision model with DEA method

D Liu, Q Chen - International Journal of Approximate Reasoning, 2022 - Elsevier
In this paper, we introduce data envelopment analysis (DEA) model into rough sets, and
propose a novel three-way decision model to deal with the decision problems with multiple …

A novel three-way decision model with decision-theoretic rough sets using utility theory

Q Zhang, Q Xie, G Wang - Knowledge-Based Systems, 2018 - Elsevier
In the classical three-way decision (3WD) model with decision-theoretic rough sets (DTRSs),
the classification correct rate (CCR) is an important issue. As one of the risk measurement …

Fuzzy rough DEA model: A possibility and expected value approaches

RK Shiraz, V Charles, L Jalalzadeh - Expert Systems with Applications, 2014 - Elsevier
Uncertainty is certain in the world of uncertainty. Measuring the performance of any entity in
such an uncertain environment is unavoidable. Fuzzy rough data envelopment analysis …

Determining three-way decisions with decision-theoretic rough sets using a relative value approach

D Liang, W Pedrycz, D Liu - IEEE Transactions on Systems …, 2016 - ieeexplore.ieee.org
Three-way decisions play an important role in rough sets and decision theory. As a
representative model, decision-theoretic rough sets (DTRSs) provide a sound interpretation …

Three-way group decisions with decision-theoretic rough sets

D Liang, D Liu, A Kobina - Information Sciences, 2016 - Elsevier
On consideration of the effectiveness of group decision making (GDM) in practical complex
decision problems, we introduce GDM into three-way decisions with decision-theoretic …

DEA efficiency assessment using ideal and anti-ideal decision making units

YM Wang, Y Luo - Applied mathematics and computation, 2006 - Elsevier
This paper introduces two virtual decision making units (DMUs) called ideal DMU (IDMU)
and anti-ideal DMU (ADMU) into the data envelopment analysis (DEA). The resultant DEA …

Double-quantitative rough sets, optimal scale selection and reduction in multi-scale dominance IF decision tables

B Huang, H Li, G Feng, C Guo, D Chen - International Journal of …, 2021 - Elsevier
In double-quantitative rough set (DqRS) theory, all kinds of rough set models and attribute
reduction methods have recently been examined, and all of them were to acquire …

An overview of function based three-way decisions

D Liu, D Liang - Rough Sets and Knowledge Technology: 9th …, 2014 - Springer
By considering the various of studies on loss functions with three-way decisions, a function
based three-way decisions is proposed to generalize the existing models. A “four-level” …

A three-way decision method based on fuzzy rough set models under incomplete environments

J Ye, J Zhan, B Sun - Information Sciences, 2021 - Elsevier
The paper primarily explores the applicability of three-way decision (TWD) to multi-attribute
decision-making (MADM), and establishes a new three-way multi-attribute decision-making …

Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets

N Azam, Y Zhang, JT Yao - European Journal of Operational Research, 2017 - Elsevier
Three-way decisions have been used over the years in many application areas. The rough
sets and its extensions provide useful approaches for three-way decisions. Typically, these …