[HTML][HTML] A survey on rough set theory and its applications

Q Zhang, Q Xie, G Wang - CAAI Transactions on Intelligence Technology, 2016 - Elsevier
After probability theory, fuzzy set theory and evidence theory, rough set theory is a new
mathematical tool for dealing with vague, imprecise, inconsistent and uncertain knowledge …

Three-way multiattribute decision-making based on outranking relations

J Zhan, H Jiang, Y Yao - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
In contrast to two-way decisions (2WD), three-way decisions (3WD) can effectively reduce
decision risks by utilizing a new delayed decision option. This article incorporates 3WD into …

A novel three-way decision model under multiple-criteria environment

F Jia, P Liu - Information Sciences, 2019 - Elsevier
Three-way decisions provide a new research perspective for solving decision-making
problems. Under a multiple-criteria environment, this paper proposes a novel decision …

An outline of a theory of three-way decisions

Y Yao - International conference on rough sets and current …, 2012 - Springer
A theory of three-way decisions is constructed based on the notions of acceptance, rejection
and noncommitment. It is an extension of the commonly used binary-decision model with an …

A novel three-way decision model based on incomplete information system

D Liu, D Liang, C Wang - Knowledge-Based Systems, 2016 - Elsevier
As a natural extension of three-way decisions with incomplete information, this paper
provides a novel three-way decision model based on incomplete information system. First …

A novel three-way group investment decision model under intuitionistic fuzzy multi-attribute group decision-making environment

H Jiang, BQ Hu - Information Sciences, 2021 - Elsevier
Abstract Three-way decision (3WD) provides a new research perspective for dealing with
uncertain and complex investment decision-making problems. This paper aims to study a …

Incorporating logistic regression to decision-theoretic rough sets for classifications

D Liu, T Li, D Liang - International Journal of Approximate Reasoning, 2014 - Elsevier
Text of abstract Logistic regression analysis is an effective approach to the classification
problem. However, it may lead to high misclassification rate in real decision procedures …

Three-way decisions based on decision-theoretic rough sets under linguistic assessment with the aid of group decision making

D Liang, W Pedrycz, D Liu, P Hu - Applied Soft Computing, 2015 - Elsevier
Based on decision-theoretic rough set model of three-way decisions, we augment the
existing model by introducing linguistic terms. Considering the two types of parameters …

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 …

Triangular fuzzy decision-theoretic rough sets

D Liang, D Liu, W Pedrycz, P Hu - International Journal of Approximate …, 2013 - Elsevier
Based on decision-theoretic rough sets (DTRS), we augment the existing model by
introducing into the granular values. More specifically, we generalize a concept of the …