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Cross-Entropy and Relative Entropy of Basic Belief Assignments
2023 26th International Conference on Information Fusion (FUSION), 2023Jean Dezert, Frédéric Dambreville
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Relating the Entropy of Joint Beliefs to Multi-agent Coordination
2003Current 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
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Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective
2016We propose a new definition of entropy of basic probability assignments (BPA) in the Dempster-Shafer (D-S) theory of belief functions, which is interpreted as a measure of total uncertainty in the BPA. We state a list of five desired properties of entropy for D-S belief functions theory that are motivated by Shannon’s definition of entropy of ...
Radim Jirousek, Prakash P. Shenoy
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Belief Entropy-based Uncertainty Analysis
2022 3rd International Conference on Computer Science and Management Technology (ICCSMT), 2022Zhihui Wang +5 more
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Belief entropy-of-entropy and its application in the cardiac interbeat interval time series analysis
Chaos, Solitons and Fractals, 2022Bingyi Kang, Huizi Cui, Lingge Zhou
exaly
Entropy, Disorder, The Human Race, Religious Beliefs
Safety-Critical Systems NewsletterMalcolm Jones explores whether the second law of thermodynamics – the ten-dency for systems to trend toward disorder – applies to human societies, such as organisational groups, states and even at a global level. History shows that hu-manity has been subject to periods of extreme disorder but what mitigating fac-tors are at play to prevent an eventual “
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DBE: Dynamic belief entropy for evidence theory with its application in data fusion
Engineering Applications of Artificial Intelligence, 2023Yong Deng, Jixiang Deng
exaly
Evaluation of belief entropies: from the perspective of evidential neural network
Artificial Intelligence ReviewYanni Wang, Bin Fang, Kun Mao
exaly
Conditional plausibility entropy of belief functions based on Dempster conditioning
Information SciencesXiaoge Zhang, Xinyang Deng
exaly