A fuzzy preference-based Dempster-Shafer evidence theory for decision fusion

C Zhu, B Qin, F Xiao, Z Cao, HM Pandey - Information Sciences, 2021 - Elsevier
Dempster-Shafer evidence theory (DS) is an effective instrument for merging the collected
pieces of basic probability assignment (BPA), and it exhibits superiority in achieving …

A method to determine basic probability assignment in the open world and its application in data fusion and classification

J Zhang, Y Deng - Applied Intelligence, 2017 - Springer
Under the circumstance of the complete frame of discernment, There are quantities sufficient
researches applying the Dempster-Shafer evidence theory (DS theory) to process uncertain …

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 …

An improved method to transform triangular fuzzy number into basic belief assignment in evidence theory

T Ma, F Xiao - IEEE Access, 2019 - ieeexplore.ieee.org
Dempster-Shafer evidence theory (DS theory) is a developing theory to solve the uncertain
problems and it has an important impact on many fields such as information fusion, expert …

A new approach for generation of generalized basic probability assignment in the evidence theory

Y Tang, D Wu, Z Liu - Pattern Analysis and Applications, 2021 - Springer
The process of information fusion needs to deal with a large number of uncertain information
with multi-source, heterogeneity, inaccuracy, unreliability, and incompleteness. In practical …

[HTML][HTML] A new basic probability assignment generation and combination method for conflict data fusion in the evidence theory

Y Tang, Y Zhou, X Ren, Y Sun, Y Huang, D Zhou - Scientific Reports, 2023 - nature.com
Dempster–Shafer evidence theory is an effective method to deal with information fusion.
However, how to deal with the fusion paradoxes while using the Dempster's combination …

DPT: An importance-based decision probability transformation method for uncertain belief in evidence theory

K Zhao, Z Chen, L Li, J Li, R Sun, G Yuan - Expert Systems with …, 2023 - Elsevier
Dempster–Shafer evidence theory can combine multiple sources of uncertain information to
form a consistent basic probability assignment (BPA). How to transform BPA into decision …

A non-parametric method to determine basic probability assignment for classification problems

P Xu, X Su, S Mahadevan, C Li, Y Deng - Applied intelligence, 2014 - Springer
As an important tool for knowledge representation and decision-making under uncertainty,
Dempster-Shafer evidence theory (DS theory) has been used in many fields. The application …

A non-parametric method to determine basic probability assignment based on kernel density estimation

B Qin, F Xiao - IEEE Access, 2018 - ieeexplore.ieee.org
Dempster–Shafer evidence theory has been extensively applied in a variety of fields due to
its ability to solve knowledge reasoning and decision-making problem under uncertain …

A novel belief χ 2 χ^2 divergence for multisource information fusion and its application in pattern classification

L Zhang, F Xiao - International Journal of Intelligent Systems, 2022 - Wiley Online Library
Abstract Dempster–Shafer (D‐S) evidence theory is invaluable in the domain of multisource
information fusion for handing uncertainty problems. However, there may be counter …