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 …

[HTML][HTML] Three-way granular computing, rough sets, and formal concept analysis

Y Yao - International Journal of Approximate Reasoning, 2020 - Elsevier
Three-way granular computing is a paradigm of thinking and information processing in three
granules. We introduce a framework of three-way granular computing based on a hexagon …

The geometry of three-way decision

Y Yao - Applied Intelligence, 2021 - Springer
A theory of three-way decision concerns the art, science, and practice of thinking, problem
solving, and information processing in threes. It explores the effective uses of triads of three …

Three-way decision for handling uncertainty in machine learning: A narrative review

A Campagner, F Cabitza, D Ciucci - … , IJCRS 2020, Havana, Cuba, June 29 …, 2020 - Springer
In this work we introduce a framework, based on three-way decision (TWD) and the
trisecting-acting-outcome model, to handle uncertainty in Machine Learning (ML). We …

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 …

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 …

Consensus of three-way group decision with weight updating based on a novel linguistic intuitionistic fuzzy similarity

J Liu, X Guo, P Ren, L Zhang, Z Hao - Information Sciences, 2023 - Elsevier
Three-way group decision-making is an important direction of study in the fields of three-way
decision-making and granular computing and has received much attention from scholars in …

Tri-granularity attribute reduction of three-way concept lattices

Z Wang, C Shi, L Wei, Y Yao - Knowledge-Based Systems, 2023 - Elsevier
A real-world dataset often generates a huge concept lattice that may be difficult to
understand and impractical to use. The principle of granular computing is that we can …

A new classification and ranking decision method based on three-way decision theory and TOPSIS models

K Zhang, J Dai, J Zhan - Information Sciences, 2021 - Elsevier
The theoretical researches of three-way decision have become saturated. Hence, more and
more researchers have focused on the applications and expansions of three-way decision …

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 …