Multi-source information fusion based on rough set theory: A review

P Zhang, T Li, G Wang, C Luo, H Chen, J Zhang… - Information …, 2021 - Elsevier
Abstract Multi-Source Information Fusion (MSIF) is a comprehensive and interdisciplinary
subject, and is referred to as, multi-sensor information fusion which was originated in the …

[HTML][HTML] A survey on rough set theory and its applications

Q Zhang, Q Xie, G Wang - CAAI Transactions on Intelligence Technology, 2016 - Elsevier
After probability theory, fuzzy set theory and evidence theory, rough set theory is a new
mathematical tool for dealing with vague, imprecise, inconsistent and uncertain knowledge …

Three-way confusion matrix for classification: A measure driven view

J Xu, Y Zhang, D Miao - Information sciences, 2020 - Elsevier
Abstract Three-way decisions (3WD) is an important methodology in solving problems with
uncertainty. A systematic analysis on three-way based uncertainty measures is conducive to …

Three-way multiattribute decision-making based on outranking relations

J Zhan, H Jiang, Y Yao - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
In contrast to two-way decisions (2WD), three-way decisions (3WD) can effectively reduce
decision risks by utilizing a new delayed decision option. This article incorporates 3WD into …

Method for three-way decisions using ideal TOPSIS solutions at Pythagorean fuzzy information

D Liang, Z Xu, D Liu, Y Wu - Information Sciences, 2018 - Elsevier
Pythagorean fuzzy sets (PFSs) as a new generalization of intuitionistic fuzzy sets (IFSs) can
effectively handle uncertain information more flexibly in the process of decision making. As a …

Sequential three-way decision and granulation for cost-sensitive face recognition

H Li, L Zhang, B Huang, X Zhou - Knowledge-Based Systems, 2016 - Elsevier
Many previous studies on face recognition attempted to seek a precise classifier to achieve
a low misclassification error, which is based on an assumption that all misclassification costs …

A novel three-way decision model based on incomplete information system

D Liu, D Liang, C Wang - Knowledge-Based Systems, 2016 - Elsevier
As a natural extension of three-way decisions with incomplete information, this paper
provides a novel three-way decision model based on incomplete information system. First …

Multi-granularity three-way decisions with adjustable hesitant fuzzy linguistic multigranulation decision-theoretic rough sets over two universes

C Zhang, D Li, J Liang - Information Sciences, 2020 - Elsevier
The notion of hesitant fuzzy linguistic term sets (HFLTSs), which enables experts to utilize a
few possible linguistic terms to evaluate varieties of common qualitative information, plays a …

Recent advances in surrogate modeling methods for uncertainty quantification and propagation

C Wang, X Qiang, M Xu, T Wu - Symmetry, 2022 - mdpi.com
Surrogate-model-assisted uncertainty treatment practices have been the subject of
increasing attention and investigations in recent decades for many symmetrical engineering …

Updating three-way decisions in incomplete multi-scale information systems

C Luo, T Li, Y Huang, H Fujita - Information sciences, 2019 - Elsevier
Three-way decisions theory has been developed and applied to decision making in
uncertain environments. Decision tasks under ambiguity involving both missing values and …