A review of sequential three-way decision and multi-granularity learning
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 …
and information processing in “threes”, has been widely studied and applied in machine …
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 …
the original model by Pawlak. The proposed model is based on the philosophy …
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 …
in decision-making problems. However, behaviors of decision-makers may be influenced by …
Optimization-based three-way decisions with interval-valued intuitionistic fuzzy information
J Liu, B Huang, H Li, X Bu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the effectiveness and advantages of interval-valued intuitionistic fuzzy sets (IVIFSs) in
evaluating uncertainty and risk, we introduce IVIFSs into loss functions of decision-theoretic …
evaluating uncertainty and risk, we introduce IVIFSs into loss functions of decision-theoretic …
A prospect theory-based three-way decision model
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 …
important issue. In the classical three-way decision model, loss functions are used to …
A three-way classification with fuzzy decision trees
X Han, X Zhu, W Pedrycz, Z Li - Applied Soft Computing, 2023 - Elsevier
This study is concerned with the design of a three-way classification mechanism realized
through combing fuzzy decision trees and expressing uncertainty associated with …
through combing fuzzy decision trees and expressing uncertainty associated with …
Temporal-spatial three-way granular computing for dynamic text sentiment classification
In dynamic and open environments, the traditional static sentiment analysis or opinion
mining model is unsuitable for continuous computation and classification of human opinions …
mining model is unsuitable for continuous computation and classification of human opinions …
A three-way conflict analysis model with decision makers' varying preferences
Q Jiang, Y Liu, J Yi, JYL Forrest - Applied Soft Computing, 2024 - Elsevier
The preferences of decision makers (DMs) over conflicting states have a significant impact
on the stability of the conflict system. However, the DM's preferences over conflicting states …
on the stability of the conflict system. However, the DM's preferences over conflicting states …
Semantics of soft sets and three-way decision with soft sets
The theory of three-way decision provides an effective tool for decision-making under
uncertainty and incomplete information, when a two-way decision is difficult to make. Soft …
uncertainty and incomplete information, when a two-way decision is difficult to make. Soft …
Sequential three-way decision based on multi-granular autoencoder features
Autoencoder network is an efficient representation learning method. In general, a finer
feature set obtained from autoencoder leads to a lower error rate and lower total …
feature set obtained from autoencoder leads to a lower error rate and lower total …