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 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 …

Tri-level thinking: models of three-way decision

Y Yao - International Journal of Machine Learning and …, 2020 - Springer
The underlying philosophy of three-way decision is thinking in threes, namely,
understanding and processing a whole through three distinct and related parts. One can …

Three-way group conflict analysis based on Pythagorean fuzzy set theory

G Lang, D Miao, H Fujita - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
In some real-world situations, Pythagorean fuzzy sets are more powerful and effective than
intuitionistic fuzzy sets to describe vague and uncertain information, and there are many …

A review of three-way decision: triadic understanding, organization, and perspectives

L Suo, H Yang, Q Li, HL Yang, Y Yao - International Journal of Approximate …, 2024 - Elsevier
A theory of three-way decision is about thinking, problem-solving, and computing in threes
or through triads. In this paper, we review fifteen years of research on three-way decision by …

A three-way decision based construction of shadowed sets from Atanassov intuitionistic fuzzy sets

J Yang, Y Yao - Information Sciences, 2021 - Elsevier
By combining ideas from three-way decision and Pedrycz shadowed sets, this paper
investigates two possible solutions to the problem of constructing a shadowed set from an …

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 …

Three-way enhanced convolutional neural networks for sentence-level sentiment classification

Y Zhang, Z Zhang, D Miao, J Wang - Information Sciences, 2019 - Elsevier
Deep neural network models have achieved remarkable results in sentiment classification.
Traditional feature-based methods perform slightly worse than deep learning methods in …

[HTML][HTML] Attribute reduction based on k-nearest neighborhood rough sets

C Wang, Y Shi, X Fan, M Shao - International Journal of Approximate …, 2019 - Elsevier
Neighborhood rough sets are widely used as an effective tool to deal with numerical data.
However, most of the existing neighborhood granulation models cannot well describe the …

Updating three-way decisions in incomplete multi-scale information systems

C Luo, T Li, Y Huang, H Fujita - Information sciences, 2019 - Elsevier
Three-way decisions theory has been developed and applied to decision making in
uncertain environments. Decision tasks under ambiguity involving both missing values and …