Higher order fractal belief Rényi divergence with its applications in pattern classification

Y Huang, F **ao, 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 …

Belief re nyi divergence of divergence and its application in time series classification

L Zhang, F **ao - 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 …

Fractal belief Rényi divergence with its applications in pattern classification

Y Huang, F **ao, Z Cao, CT Lin - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multisource information fusion is a comprehensive and interdisciplinary subject. Dempster-
Shafer (DS) evidence theory copes with uncertain information effectively. Pattern …

A novel quantum Dempster's rule of combination for pattern classification

H He, F **ao - 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 …

Information fractal dimension of random permutation set

T Zhao, Z Li, Y Deng - Chaos, solitons & fractals, 2023 - Elsevier
Random permutation set (RPS) is a recently introduced set based on the Dempster–Shafer
evidence theory, which considers all possible permutations of the elements within a given …

A novel combination rule for conflict management in data fusion

X Chen, Y Deng - Soft Computing, 2023 - Springer
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 …

Conjunctive and disjunctive combination rules in random permutation set theory: A layer-2 belief structure perspective

Q Zhou, Y Cui, W Pedrycz, Y Deng - Information Fusion, 2024 - Elsevier
In uncertainty reasoning, conjunctive and disjunctive combination rules are the core tools for
information updates. As an extension of evidential reasoning, random permutation set …

A complex Gaussian fuzzy numbers-based multisource information fusion for pattern classification

S Zhang, M Yin, F **ao, 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 …

Marginalization in random permutation set theory: from the cooperative game perspective

Q Zhou, Y Cui, Z Li, Y Deng - Nonlinear Dynamics, 2023 - Springer
Random permutation set theory (RPST), as an uncertainty modeling approach considering
underlying ordered information, is proposed based on permutation set recently. Different …

Variational quantum linear solver-based combination rules in Dempster–Shafer theory

H Luo, Q Zhou, Z Li, Y Deng - Information Fusion, 2024 - Elsevier
Abstract Dempster–Shafer Theory (DST), as a method of handling uncertain information, is
widely used in decision-making and information fusion. But the issue of exponential …