The analysis of time series and images is significant across different fields due to their widespread applications. In the past few decades, many approaches have been developed …
F Xiao, Z Cao, CT Lin - IEEE transactions on knowledge and …, 2022 - ieeexplore.ieee.org
Complex evidence theory (CET) is an effective method for uncertainty reasoning in knowledge-based systems with good interpretability that has recently attracted much …
C Zhu, F Xiao, Z Cao - Information Sciences, 2022 - Elsevier
The application of multisource information fusion in real-world scenarios is an emerging practice because it effectively uses consistent and complementary data to optimize decision …
X Song, F Xiao - Applied Intelligence, 2022 - Springer
Combining basic probability assignments (BPAs) with time series is common in real-life cases. Therefore, a new evidence fusion approach based on belief entropy and a visibility …
Abstract The Random Permutation Set (RPS) is a newly proposed type of set. An RPS takes the permutation of a certain set into consideration and can be regarded as a generalization …
Y Huang, F Xiao, Z Cao, CT Lin - IEEE Transactions on Pattern …, 2023 - ieeexplore.ieee.org
Information can be quantified and expressed by uncertainty, and improving the decision level of uncertain information is vital in modeling and processing uncertain information …
S Zhong, H Zhang, Y Deng - Information Sciences, 2022 - Elsevier
The importance of researches on complex networks is becoming more and more prominent. How to identify influential nodes is still an urgent and crucial issue of many researches on …
S Zhang, F Xiao - Information Sciences, 2023 - Elsevier
Complex evidence theory, as a generation model of the Dempster-Shafer evidence theory, has the ability to express uncertainty and perform uncertainty reasoning. One of the key …
L Chen, Y Deng, KH Cheong - Engineering Applications of Artificial …, 2023 - Elsevier
Abstract Random Permutation Set (RPS) considers the permutation of elements for a certain set, which is an efficient tool for dealing with uncertainty with ordered information. An …