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Modeling heterogeneous multi-attribute emergency decision-making with Dempster-Shafer theory
Computers & industrial engineering, 2021Liguo Fei, Yuqiang Feng, Hongli Wang
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Journal of Ambient Intelligence and Humanized Computing, 2021
Rula A. Hamid +3 more
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Rula A. Hamid +3 more
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DEMPSTER-SHAFER THEORY BY PROBABILISTIC REASONING
2014Probabilistic reasoning is used when outcomes are unpredictable. We examine the methods which use probabilistic representations for all knowledge and which reason by propagating the uncertainties can arise from evidence and assertions to conclusions. The uncertainties can arise from an inability to predict outcomes due to unreliable, vague, in complete
Mukherjee, Chiranjib, Mukherjee, Gyan
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Consensus reaching with dynamic expert credibility under Dempster-Shafer theory
Information Sciences, 2022Zhen-hong Hua, Liguo Fei, Huifeng Xue
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Evidential logic and Dempster-Shafer theory
Proceedings of the ACM SIGART international symposium on Methodologies for intelligent systems, 1986Most artificial intelligence applications require reasoning with uncertainty and incompleteness. Such information is not captured in terms of simple true and false values nor in terms of probabilistic estimates when relevant statistical data are lacking.
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Dempster-Shafer theory, Bayesian theory, and measure theory
SPIE Proceedings, 2005We use measure theoretic methods to describe the relationship between the Dempster Shafer (DS) theory and Bayesian (i.e. probability) theory. Within this framework, we demonstrated the relationships among Shafer's belief and plausibility, Dempster's lower and upper probabilities and inner and outer measures. Dempster's multivalued mapping is an example
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Engineering applications of artificial intelligence, 2021
Liguo Fei, Yuqiang Feng
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Liguo Fei, Yuqiang Feng
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Basic Elements of Dempster-Shafer Theory
2001The greatest part of works dealing with the fundamentals of Dempster-Shafer theory is conceived either on the combinatoric, or on the axiomatic, but in both the cases on a very abstract level. The first approach begins by the assumption that S is a nonempty finite set, that m is a mapping which ascribes to each A ⊂ S a real number m(A) from the unit ...
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Categorification of the Dempster Shafer theory
SPIE Proceedings, 2015This paper contains preliminary steps in demonstrating how the Dempster Shafer theory can be placed into the framework of category theory. In the Dempster Shafer setting, the elements of the base set of a probability space are, typically, subsets of some set.
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Developing a Ship Collision Risk Index estimation model based on Dempster-Shafer theory
, 2021Misganaw Abebe +4 more
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