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 …
Q Xue, F Xiao - Information Sciences, 2023 - Elsevier
Complex evidence theory, a generalization of the Dempster-Shafer evidence theory, proves to be effective in modeling and managing uncertainty within complex domains through the …
S Zhang, M Yin, F Xiao, Z Cao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Uncertainty modeling and reasoning in intelligent systems are crucial for effective decision- making, such as complex evidence theory (CET) being particularly promising in dynamic …
L Zhang, F Xiao - IEEE Transactions on Knowledge and Data …, 2024 - ieeexplore.ieee.org
Time series data contains the amount of information to reflect the development process and state of a subject. Especially, the complexity is a valuable factor to illustrate the feature of the …
Y Lu, F Xiao - Applied Intelligence, 2024 - Springer
Dempster-Shafer evidence theory (DST) is a versatile framework for handling uncertainty and provides a reliable method for data fusion. Managing conflicts between multiple bodies …
Y Zhao, Z Zhang, F Xiao - Information Sciences, 2024 - Elsevier
In decision-making systems, conflict management is an important concept that represents the degree of dissimilarity between bodies of evidence, ultimately enhancing decision …
X Deng, W Jiang, X Zhang - Information Sciences, 2024 - Elsevier
Uncertainty quantification of belief functions is an unsolved issue in belief function theory that is used widely to tackle epistemic uncertainty. This study provides a new definition of …
L Wang, C Fu, J Qi - Journal of Sensors, 2024 - Wiley Online Library
An enhanced evidence theory‐based multisensor data fusion technique is presented to address the problem of poor data fusion caused by an unknown interference in the fully …
S Qiao, B Song, Y Fan, G Wang - Journal of Marine Science and …, 2023 - mdpi.com
The safe navigation of unmanned surface vehicles in the marine environment requires multi- sensor collaborative perception, and multi-sensor data fusion technology is a prerequisite …