302 citations · 1.5k across the 104 of their papers we have counts for
4 papers · 1 filter
Causes and Explanations in the Structural-Model Approach: Tractable Cases
Thomas Eiter, Thomas Lukasiewicz
In this paper, we continue our research on the algorithmic aspects of Halpern and Pearl's causes and explanations in the structural-model approach. To this end, we present new char…
Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories
Thomas Eiter, Thomas Lukasiewicz
We present the language {m P}{cal C}+ for probabilistic reasoning about actions, which is a generalization of the action language {cal C}+ that allows to deal with probabilistic as…
Structure-Based Causes and Explanations in the Independent Choice Logic
Alberto Finzi, Thomas Lukasiewicz
This paper is directed towards combining Pearl's structural-model approach to causal reasoning with high-level formalisms for reasoning about actions. More precisely, we present a…
Heuristic Ranking in Tightly Coupled Probabilistic Description Logics
Thomas Lukasiewicz, Maria Vanina Martinez, Giorgio Orsi +1
The Semantic Web effort has steadily been gaining traction in the recent years. In particular,Web search companies are recently realizing that their products need to evolve towards…