Three⁃ way decisions⁃ esearch perspectives for rough sets and granular computing

LIU Dun, LI Tianrui, Y Xin, L Decui - CAAI transactions on intelligent …, 2019 - tis.hrbeu.edu.cn
With the developments of three historical stages on three-way decisions (3WD), this paper
introduces the development track and evolution process of 3WD. Firstly, the historical …

[PDF][PDF] Advances in three-way decisions and granular computing

M Ma - Knowl.-Based Syst, 2016 - researchgate.net
The notion of three-way decisions (3WD), introduced by Yiyu Yao in 2009, was initially
intended as a means to interpret classification/decision rules induced in probabilistic rough …

Granular-Ball Three-Way Decision

X Yang, Y Li, S Xia, X Lian, G Wang, T Li - International Joint Conference …, 2023 - Springer
By thinking, information processing and decision-making in threes, the idea, theory and
methods of three-way decision have been successfully applied to various domains …

Three-way decisions: beyond rough sets and granular computing

D Liu, X Yang, T Li - International Journal of Machine Learning and …, 2020 - Springer
With the fast developments of three-way decisions (3WD), this paper systematically
summarizes the development track and evolution process of 3WD in recent decades. Firstly …

The Visual Analysis of Three-Way Decision Based on Decision-Theoretic Rough Set: A Perspective of Fusing Two-Way Decision Pair

J Tu, H Rao, J Xu, D Miao, Y Zhang - International Joint Conference on …, 2024 - Springer
Abstract Three-way decisions (3WDs) based on decision-theoretic rough set (DTRS), as a
crucial theory in the field of granular computing, have received extensive attention …

Rough sets and three-way decisions

Y Yao - Rough Sets and Knowledge Technology: 10th …, 2015 - Springer
The notion of three-way decisions was originally introduced by the needs to explain the
three regions of probabilistic rough sets. Recent studies show that rough set theory is only …

Methods and practices of three-way decisions for complex problem solving

H Yu, G Wang, B Hu, X Jia, H Li, T Li, D Liang… - … 2015, Held as Part of the …, 2015 - Springer
A theory of three-way decisions is formulated based on the notions of three regions and
associated actions for processing the three regions. Three-way decisions play a key role in …

Composite Sequential Three-Way Decisions

X Yang, N Wang, T Li, D Liu, C Luo - … 2018, Quy Nhon, Vietnam, August 20 …, 2018 - Springer
In this paper, we present a composite framework of sequential three-way decisions to deal
with hybrid data based on the fusion of different granularities. According to the top-down …

A Three-Way Decision Approach Combining Probabilistic and Decision-Theoretic Rough Set

C Guo, Z Yu, S Wu, L Zhang… - 2022 IEEE/ACIS 22nd …, 2022 - ieeexplore.ieee.org
The three-way decision (3WD) using probabilistic rough set (PRS) is constructed based on
the probabilistic thresholds, and the 3WD using decision-theoretic rough set (DTRS) can …

Three-way decisions and three-way clustering

H Yu - Rough Sets: International Joint Conference, IJCRS …, 2018 - Springer
A theory of three-way decisions is formulated based on the notions of three regions and
associated actions for processing the three regions. Inspired by the theory of three-way …