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4 papers · 2 filters
Backdoors to Abduction
Andreas Pfandler, Stefan Rümmele, Stefan Szeider
Abductive reasoning (or Abduction, for short) is among the most fundamental AI reasoning methods, with a broad range of applications, including fault diagnosis, belief revision, an…
Credal Networks under Maximum Entropy
Thomas Lukasiewicz
We apply the principle of maximum entropy to select a unique joint probability distribution from the set of all joint probability distributions specified by a credal network. In de…
Probabilistic Logic Programming under Inheritance with Overriding
Thomas Lukasiewicz
We present probabilistic logic programming under inheritance with overriding. This approach is based on new notions of entailment for reasoning with conditional constraints, which…
Utilizing ASP for Generating and Visualizing Argumentation Frameworks
Günther Charwat, Johannes Peter Wallner, Stefan Woltran
Within the area of computational models of argumentation, the instantiation-based approach is gaining more and more attention, not at least because meaningful input for Dung's abst…