32 citations · 91 across the 34 of their papers we have counts for
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cs.AI2018★ 1 cited
Imaginary Kinematics
Sabina Marchetti, Alessandro Antonucci
We introduce a novel class of adjustment rules for a collection of beliefs. This is an extension of Lewis' imaging to absorb probabilistic evidence in generalized settings. Unlike…
cs.LO2018★ 1 cited
A Credal Extension of Independent Choice Logic
Alessandro Antonucci, Alessandro Facchini
We propose an extension of Poole's independent choice logic based on a relaxation of the underlying independence assumptions. A credal semantics involving multiple joint probabilit…
cs.AI2018★ 3 cited
Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks
Sabina Marchetti, Alessandro Antonucci
A reliable modeling of uncertain evidence in Bayesian networks based on a set-valued quantification is proposed. Both soft and virtual evidences are considered. We show that eviden…