Y Huang, F Xiao - Information Sciences, 2023 - Elsevier
Multi-source information fusion is a sophisticated estimation process that generates a unified profile to assess complex situations. Dempster–Shafer evidence theory (DSET) is a practical …
Belief functions theory (BFT) plays a critical role in addressing uncertainty and imprecision in multi-source data fusion. Unfortunately, the application of Dempster's rule in BFT often …
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 …
J Zeng, F Xiao - Expert Systems with Applications, 2024 - Elsevier
Dempster–Shafer evidence theory (DSET) is extensively employed in multi-source data fusion applications. Nonetheless, when belief probability assignments (BPAs) exhibit …
L Zhu, Q Zhou, Y Deng, KH Cheong - Information Sciences, 2024 - Elsevier
Effectively measuring the information content of Basic Probability Assignments (BPA) is a crucial prerequisite for addressing uncertain information within the framework of Dempster …
Z Chen, R Cai - Expert Systems with Applications, 2024 - Elsevier
Recently, a theory called random permutation set (RPS) is proposed, which is the extension of Dempster–Shafer evidence theory. It defines a permutation event space (PES) to …
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 …
R Wang, T Li, Z Gao, X Yan, J Wang, Z Wang… - Applied Soft …, 2024 - Elsevier
Multidimensional monitoring time-series of complex electromechanical systems (CESs) plays a foundational role in data-based state management, maintenance, and performance …