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» The Modal Logic of Probability
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FGCS
1992
107views more  FGCS 1992»
15 years 5 months ago
Logic Programming, Abduction and Probability
Probabilistic Horn abduction is a simple framework to combine probabilistic and logical reasoning into a coherent practical framework. The numbers can be consistently interpreted ...
David Poole
SUM
2007
Springer
15 years 10 months ago
Finding Most Probable Worlds of Probabilistic Logic Programs
Abstract. Probabilistic logic programs have primarily studied the problem of entailment of probabilistic atoms. However, there are some interesting applications where we are intere...
Samir Khuller, Maria Vanina Martinez, Dana S. Nau,...
LPNMR
2011
Springer
14 years 6 months ago
Logic, Probability and Computation: Foundations and Issues of Statistical Relational AI
Over the last 25 years there has been considerable body of research into combinations of predicate logic and probability forming what has become known as (perhaps misleadingly) sta...
David Poole
ISMVL
2000
IEEE
81views Hardware» more  ISMVL 2000»
15 years 8 months ago
Propagation Algorithm of Behavior Probability in Power Estimation Based on Multiple-Valued Logic
— This paper analyses the propagation operations of signal’s multiple-valued behavior while passing through the basic gates. Based on it the propagation algorithm of behavior p...
Xunwei Wu, Massoud Pedram
TARK
2007
Springer
15 years 10 months ago
From conditional probability to the logic of doxastic actions
We investigate the discrete (finite) case of the Popper-Renyi theory of conditional probability, introducing discrete conditional probabilistic models for (multi-agent) knowledge...
Alexandru Baltag, Sonja Smets