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Titlebook: Scalable Uncertainty Management; 12th International Davide Ciucci,Gabriella Pasi,Barbara Vantaggi Conference proceedings 2018 Springer Na

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Integral Representations of a Coherent Upper Conditional Prevision by the Symmetric Choquet Integraleen alternatives. From a mathematical point of view, complex decisions can be defined as decisions where a preference ordering between random variables cannot be represented by a linear functional. The Asymmetric and the Symmetric Choquet integrals with respect to non additive-measures have been def
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Separable Qualitative Capacitiesy deals with the issue of merging unreliable elementary testimonies. Separable belief functions are the results of this merging process. However not all belief functions are separable. Here, we start with a possibility distribution on the power set of a frame of discernment that plays the role of a
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Distribution-Aware Sampling of Answer Setshe computation of approximate solutions of combinatorial or search problems under uncertainty. This paper introduces algorithms for the sampling of answer sets under given probabilistic constraints. Our approaches allow for the specification of probability distributions over stable models using prob
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On Enumerating Models for the Logic of Paradox Using Tableauox. Without loss of generality, we assume that the knowledge base is represented through propositional statements in NNF, which leads to use only two rules from the classical propositional tableau calculus for computing the paraconsistent models. We consider multisets to represent branches of the ta
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On Instantiating Generalised Properties of Gradual Argumentation Frameworks scale, i.e. an ordered set. These values somewhat match the arguments’ dialectical status and provide an indication of their dialectical strength, in the context of the given argumentation framework. These research efforts have been complemented by formulations of several properties that these grad
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