A novel conflict management considering the optimal discounting weights using the BWM method in Dempster-Shafer evidence theory

L Zhou, H Cui, X Mi, J Zhang, B Kang - Information Sciences, 2022 - Elsevier
Dempster-Shafer evidence theory (DST) could show its advantages during the process of
data fusion. In DST, the determination of the weight of evidence in conflict management is …

A novel information fusion method based on Dempster-Shafer evidence theory for conflict resolution

J Yang, HZ Huang, Q Miao, R Sun - Intelligent Data Analysis, 2011 - content.iospress.com
Evidence conflict that may cause the counter-intuitive results is one of the most concerns for
information fusion by Dempster-Shafer's (DS) evidence theory. To deal with the issue and …

A new fusion approach based on distance of evidences

C Liang-zhou, S Wen-kang, D Yong… - Journal of Zhejiang …, 2005 - Springer
Based on the framework of evidence theory, data fusion aims at obtaining a single Basic
Probability Assignment (BPA) function by combining several belief functions from distinct …

Combining conflicting evidence using the DEMATEL method

W Zhang, Y Deng - Soft computing, 2019 - Springer
Dempster–Shafer evidence theory is widely used in the information fusion field for its
effectivity in representing and handling uncertain information. However, applications of …

A conflict evidence fusion method based on the composite discount factor and the game theory

X Liu, S Liu, J Xiang, R Sun - Information Fusion, 2023 - Elsevier
Abstract Dempster–Shafer (D–S) evidence theory is widely used in various fields of
information fusion. However, it is still an open issue that the D–S evidence theory may …

A new base basic probability assignment approach for conflict data fusion in the evidence theory

M Jing, Y Tang - Applied Intelligence, 2021 - Springer
Dempster-Shafer evidence theory (DS theory) is applied to process uncertain information in
different scenarios. However, traditional Dempster combination rule may produce …

Weighted evidence combination based on distance of evidence and entropy function

J Wang, F Xiao, X Deng, L Fei… - International journal of …, 2016 - journals.sagepub.com
Conflict management in Dempster-Shafer theory (DS theory) is a hot topic in information
fusion. In this paper, a new weighted evidence combination on the basis of the distance …

A novel combination method for conflicting evidence based on inconsistent measurements

Y Zhao, R Jia, P Shi - Information Sciences, 2016 - Elsevier
Dempster–Shafer (DS) evidence theory is a kind of effective tool for uncertain information
fusion. However, the counter-intuitive results are often obtained when the conflicting pieces …

A new correlation coefficient based on generalized information quality

D Li, Y Deng - IEEE Access, 2019 - ieeexplore.ieee.org
How to manage conflict is still an open issue in Dempster-Shafer (DS) evidence theory. The
conflict coefficient k in DS evidence theory cannot represent conflict reasonably, especially …

A novel combination rule for conflict management in data fusion

X Chen, Y Deng - Soft Computing, 2023 - Springer
How to handle conflict in Dempster-Shafer evidence theory is an open issue. Many
approaches have been proposed to solve this problem. The existing approaches can be …