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 …

A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets

RM Rodríguez, L Martı́nez, F Herrera - Information Sciences, 2013 - Elsevier
The complexity and impact of many real world decision making problems lead to the
necessity of considering multiple points of view, building group decision making problems in …

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 …

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 …

Sequential three-way decision and granulation for cost-sensitive face recognition

H Li, L Zhang, B Huang, X Zhou - Knowledge-Based Systems, 2016 - Elsevier
Many previous studies on face recognition attempted to seek a precise classifier to achieve
a low misclassification error, which is based on an assumption that all misclassification costs …

Optimization-based three-way decisions with interval-valued intuitionistic fuzzy information

J Liu, B Huang, H Li, X Bu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the effectiveness and advantages of interval-valued intuitionistic fuzzy sets (IVIFSs) in
evaluating uncertainty and risk, we introduce IVIFSs into loss functions of decision-theoretic …

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 …

Three-way recommender systems based on random forests

HR Zhang, F Min - Knowledge-Based Systems, 2016 - Elsevier
Recommender systems attempt to guide users in decisions related to choosing items based
on inferences about their personal opinions. Most existing systems implicitly assume the …