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The generalized maximum belief entropy model

Soft Computing, 2022
Siran Li, Rui Cai
openaire   +1 more source

Belief Entropy-based Uncertainty Analysis

2022 3rd International Conference on Computer Science and Management Technology (ICCSMT), 2022
Zhihui Wang   +5 more
openaire   +1 more source

Cross-Entropy and Relative Entropy of Basic Belief Assignments

2023 26th International Conference on Information Fusion (FUSION), 2023
Jean Dezert, Frédéric Dambreville
openaire   +1 more source

EFMCDM: Evidential fuzzy multicriteria decision making based on belief entropy

IEEE Transactions on Fuzzy Systems, 2019
Multicriteria decision making (MCDM) has become one of the most frequently applied decision making methodologies in various fields. However, uncertainty is inevitably involved in the process of MCDM due to the subjectivity of humans. To address this issue, a novel evidential fuzzy MCDM method, called EFMCDM, is proposed by integrating Dempster–Shafer ...
openaire   +1 more source

Degrees of belief, random worlds, and maximum entropy

2000
Consider a doctor with a knowledge base KB consisting of first-order information (such as "All patients with hepatitis have jaundice"), statistical information (such as "80have hepatitis"), and default information (such as "patients with pneumonia typically have fever"). The doctor may want to make decisions regarding a particular patient, using the KB
openaire   +1 more source

Relating the Entropy of Joint Beliefs to Multi-agent Coordination

2003
Current approaches to activity coordination in multi-agent systems (teams) range from strictly top down (plan-based coordination) to purely emergent (reactive coordination), with many hybrid variants, each having its specific advantages and disadvantages.
Mikhail Prokopenko, Peter Wang
openaire   +1 more source

DBE: Dynamic belief entropy for evidence theory with its application in data fusion

Engineering Applications of Artificial Intelligence, 2023
Jixiang Deng, Yong Deng
exaly  

On properties of a new decomposable entropy of Dempster-Shafer belief functions

International Journal of Approximate Reasoning, 2020
Radim Jiroušek, Prakash P Shenoy
exaly  

Belief revision and information fusion on optimum entropy

International Journal of Intelligent Systems, 2004
Gabriele Kern-Isberner, Wilhelm Rödder
openaire   +1 more source

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