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 …

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 …

A novel outcome evaluation model of three-way decision: a change viewpoint

D Guo, C Jiang, R Sheng, S Liu - Information Sciences, 2022 - Elsevier
Abstract Three-way decision (3WD) is a granulation-computing paradigm consisting of
trisecting, acting, and outcome (ie, TAO model). Movement-based three-way decision (M …

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 …

[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 …

Three-way decision based on confidence level change in rough set

D Guo, C Jiang, P Wu - International Journal of Approximate Reasoning, 2022 - Elsevier
Abstract Three-way decision (3WD) and rough set are two influential theories of study
knowledge discovery and uncertain artificial intelligence. A central notion of 3WD is a tri …

A multilevel neighborhood sequential decision approach of three-way granular computing

X Yang, T Li, D Liu, H Fujita - Information Sciences, 2020 - Elsevier
The fusion of three-way decision and granular computing provides powerful ideas and
methods to understand and solve the problems of cognitive science by thinking and …

Three-way decisions space and three-way decisions

BQ Hu - Information sciences, 2014 - Elsevier
Abstract Ideas of three-way decisions proposed by Yao come from rough sets. It is well
known that there are three basic elements in three-way decisions theory, which are ordered …

Research on multi-granularity sequential three-way decisions based on the fuzzy T-equivalence relation

J Qian, X Han, Y Yu, C Liu, J Yu - Applied Soft Computing, 2023 - Elsevier
The fuzzy decision-theoretic rough set (FDTRS) is a data processing method based on the
fuzzy theory designed to handle decision problems with uncertainty and fuzziness. It …

Sequential three-way decisions via multi-granularity

J Qian, C Liu, D Miao, X Yue - Information Sciences, 2020 - Elsevier
Three-way decisions provide a trisecting-and-acting framework for complex problem solving.
For a cost-sensitive decision-making problem under multiple levels of granularity, sequential …