[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 …

Information fusion in rough set theory: An overview

W Wei, J Liang - Information Fusion, 2019 - Elsevier
Rough set theory is an efficient tool for dealing with inexact and uncertain information.
Numerous studies have focused on rough set theory and associated methodologies, and in …

Three-way confusion matrix for classification: A measure driven view

J Xu, Y Zhang, D Miao - Information sciences, 2020 - Elsevier
Abstract Three-way decisions (3WD) is an important methodology in solving problems with
uncertainty. A systematic analysis on three-way based uncertainty measures is conducive to …

Three-way cognitive concept learning via multi-granularity

J Li, C Huang, J Qi, Y Qian, W Liu - Information sciences, 2017 - Elsevier
The key strategy of the three-way decisions theory is to consider a decision-making problem
as a ternary classification one (ie acceptance, rejection and non-commitment). Recently, this …

Method for three-way decisions using ideal TOPSIS solutions at Pythagorean fuzzy information

D Liang, Z Xu, D Liu, Y Wu - Information Sciences, 2018 - Elsevier
Pythagorean fuzzy sets (PFSs) as a new generalization of intuitionistic fuzzy sets (IFSs) can
effectively handle uncertain information more flexibly in the process of decision making. As a …

Three-way decisions and cognitive computing

Y Yao - Cognitive computation, 2016 - Springer
A trisecting-and-acting model explains three-way decisions (3WD) in terms of two basic
tasks. One task is to divide a universal set into three pair-wise disjoint regions called a …

Regret theory-based three-way decision method on incomplete multiscale decision information systems with interval fuzzy numbers

J Deng, J Zhan, E Herrera-Viedma… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In realistic decision-making environments, human behaviors bring influences to various
decision-making procedures, and classic multiattribute decision-making approaches based …

Regret-theoretic multiattribute decision-making model using three-way framework in multiscale information systems

J Deng, J Zhan, Z Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The existing multiattribute decision-making (MADM) methods on multiscale information
systems (MSISs) are generally studied from the utility point of view, which may cause two …

Three-way decisions with probabilistic rough sets

Y Yao - Information sciences, 2010 - Elsevier
The rough set theory approximates a concept by three regions, namely, the positive,
boundary and negative regions. Rules constructed from the three regions are associated …

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 …