A review of sequential three-way decision and multi-granularity learning

X Yang, Y Li, T Li - International Journal of Approximate Reasoning, 2023 - Elsevier
The concept of three-way decision, interpreted and described as thinking, problem solving,
and information processing in “threes”, has been widely studied and applied in machine …

Three-way conflict analysis: reformulations and extensions of the Pawlak model

Y Yao - Knowledge-Based Systems, 2019 - Elsevier
This paper introduces a model of three-way conflict analysis by reformulating and extending
the original model by Pawlak. The proposed model is based on the philosophy …

A regret-based three-way decision model under interval type-2 fuzzy environment

T Wang, H Li, Y Qian, B Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Three-way decision provides a new perspective for dealing with uncertainty and complexity
in decision-making problems. However, behaviors of decision-makers may be influenced by …

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 prospect theory-based three-way decision model

T Wang, H Li, X Zhou, B Huang, H Zhu - Knowledge-Based Systems, 2020 - Elsevier
In three-way decision, how to reflect the risk attitude in determining decision rules is an
important issue. In the classical three-way decision model, loss functions are used to …

A three-way classification with fuzzy decision trees

X Han, X Zhu, W Pedrycz, Z Li - Applied Soft Computing, 2023 - Elsevier
This study is concerned with the design of a three-way classification mechanism realized
through combing fuzzy decision trees and expressing uncertainty associated with …

Temporal-spatial three-way granular computing for dynamic text sentiment classification

X Yang, Y Li, Q Li, D Liu, T Li - Information Sciences, 2022 - Elsevier
In dynamic and open environments, the traditional static sentiment analysis or opinion
mining model is unsuitable for continuous computation and classification of human opinions …

A three-way conflict analysis model with decision makers' varying preferences

Q Jiang, Y Liu, J Yi, JYL Forrest - Applied Soft Computing, 2024 - Elsevier
The preferences of decision makers (DMs) over conflicting states have a significant impact
on the stability of the conflict system. However, the DM's preferences over conflicting states …

Semantics of soft sets and three-way decision with soft sets

J Yang, Y Yao - Knowledge-Based Systems, 2020 - Elsevier
The theory of three-way decision provides an effective tool for decision-making under
uncertainty and incomplete information, when a two-way decision is difficult to make. Soft …

Sequential three-way decision based on multi-granular autoencoder features

L Zhang, H Li, X Zhou, B Huang - Information sciences, 2020 - Elsevier
Autoencoder network is an efficient representation learning method. In general, a finer
feature set obtained from autoencoder leads to a lower error rate and lower total …