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 …
H He, F Xiao - Information Sciences, 2024 - Elsevier
Dempster's rule of combination (DRC) is widely used for uncertainty reasoning in intelligent information system, which is generalized to complex domain recently. However, as the …
Z Liu, F Xiao, CT Lin, Z Cao - IEEE Transactions on Systems …, 2023 - ieeexplore.ieee.org
Multisource data fusion analysis, particularly in decision-level fusion strategies, is emerging for application in real-life scenarios. The Dempster–Shafer evidence theory (DSET) is a …
X Yang, F Xiao - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Abstract The Dempster-Shafer (DS) evidence theory, renowned for its efficacy in processing uncertain information, has garnered substantial attention in recent decades. A generalized …
X Jin, Y Chang, H Zhang, B Kang, J Zhang - Engineering Applications of …, 2024 - Elsevier
Divergence could be used to quantify the difference between two probability distributions. However, how to accurately quantify the disparity between evidences remains a pending …
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 …
X Deng, X Li, W Jiang - Information Fusion, 2024 - Elsevier
Belief functions as a powerful model to represent and deal with uncertain information are widely used in information fusion. However, semantic association within a frame of …
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 …