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» Probabilistic Assumption-Based Reasoning
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AI
2008
Springer
14 years 9 months ago
Expressive probabilistic description logics
The work in this paper is directed towards sophisticated formalisms for reasoning under probabilistic uncertainty in ontologies in the Semantic Web. Ontologies play a central role...
Thomas Lukasiewicz
162
Voted
ICLP
2009
Springer
15 years 10 months ago
Generative Modeling by PRISM
PRISM is a probabilistic extension of Prolog. It is a high level language for probabilistic modeling capable of learning statistical parameters from observed data. After reviewing ...
Taisuke Sato
ECAI
1998
Springer
15 years 1 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
CAV
2010
Springer
159views Hardware» more  CAV 2010»
14 years 12 months ago
Gist: A Solver for Probabilistic Games
Gist is a tool that (a) solves the qualitative analysis problem of turn-based probabilistic games with -regular objectives; and (b) synthesizes reasonable environment assumptions f...
Krishnendu Chatterjee, Thomas A. Henzinger, Barbar...
89
Voted
UAI
1993
14 years 10 months ago
On reasoning in networks with qualitative uncertainty
In this paper some initialwork towards a new approach to qualitative reasoning under uncertainty is presented. This method is not only applicable to qualitative probabilistic reas...
Simon Parsons, E. H. Mamdani