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Depth-Bounded Approximations of Probability

We introduce measures of uncertainty that are based on Depth-Bounded Logics [4] and resemble belief functions. We show that our measures can be seen as approximation of classical probability measures over classical logic, and that a variant of the PSAT [10] problem for them is solvable in polynomial...

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Bibliografski detalji
Izdano u:Information Processing and Management of Uncertainty in Knowledge-Based Systems
Glavni autori: Baldi, Paolo, D’Agostino, Marcello, Hosni, Hykel
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7274758/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50153-2_45
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