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» Unifying Logical and Probabilistic Reasoning
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ECAI
1998
Springer
13 years 11 months ago
Probabilistic Logic Programming
We present probabilistic logic programming under inheritance with overriding. This approach is based on new notions of entailment for reasoning with conditional constraints, which...
Thomas Lukasiewicz
UAI
1993
13 years 8 months ago
Probabilistic Assumption-Based Reasoning
In this paper the classical propositional assumption-based model is extended to incorporate probabilities for the assumptions. Then the whole model is placed into the framework of...
Jürg Kohlas, Paul-André Monney
SEMWEB
2005
Springer
14 years 27 days ago
Statistical Reasoning - A Foundation for Semantic Web Reasoning
There has been considerable debate as to the merits and the applicability of probabilistic or statistical reasoning to Semantic Web. Much of this debate seems to have centered on ...
Shashi Kant, Evangelos Mamas
KR
2004
Springer
14 years 23 days ago
Weak Nonmonotonic Probabilistic Logics
Thomas Lukasiewicz