Granularity-driven sequential three-way decisions: a cost-sensitive approach to classification

Y Fang, C Gao, Y Yao - Information Sciences, 2020 - Elsevier
Sequential three-way decision (S3WD) is a multi-stage decision-making progress that
emulates human cognition. S3WD employs coarse-to-fine information granularity and uses …

A novel sequential three-way decisions model based on penalty function

Q Zhang, G Pang, G Wang - Knowledge-Based Systems, 2020 - Elsevier
In the sequential three-way decisions (S3WD) model, classification accuracy is an important
issue. Based on the idea of minimum misclassification, loss functions have been used to …

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 …

Cost-sensitive sequential three-way decision for information system with fuzzy decision

W Qian, Y Zhou, J Qian, Y Wang - International Journal of Approximate …, 2022 - Elsevier
Sequential three-way decision (S3WD) regarded as a dynamic multi-stage decision-making
model, includes three critical components: evaluation function, threshold pair, and …

Sequential multi-class three-way decisions based on cost-sensitive learning

W Chen, Q Zhang, Y Dai - International Journal of Approximate Reasoning, 2022 - Elsevier
The theory of sequential three-way decisions which is in accordance with human cognition
is a multi-stage decision-making progress. In fact, sequential strategy can deal with multi …

[HTML][HTML] A sequential three-way approach to multi-class decision

X Yang, T Li, H Fujita, D Liu - International Journal of Approximate …, 2019 - Elsevier
Based on the notion of information and knowledge granularity, sequential three-way
decisions can be interpreted and implemented as a multilevel trisecting-and-acting …

Superiority of three-way decisions from the perspective of probability

L Yin, Q Zhang, F Zhao, D Liu, G Wang - Artificial Intelligence Review, 2023 - Springer
Abstract Three-way decisions (3WDs) is a typical method for dealing with uncertain issues. It
is essentially an extension of two-way decisions (2WDs). What is the superiority of …

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 survey of multi-objective sequential decision-making

DM Roijers, P Vamplew, S Whiteson… - Journal of Artificial …, 2013 - jair.org
Sequential decision-making problems with multiple objectives arise naturally in practice and
pose unique challenges for research in decision-theoretic planning and learning, which has …

Multilevel decision-making: A survey

J Lu, J Han, Y Hu, G Zhang - Information Sciences, 2016 - Elsevier
Multilevel decision-making techniques aim to deal with decentralized management
problems that feature interactive decision entities distributed throughout a multiple level …