16 search results - page 1 / 4 » Compressing probabilistic Prolog programs |
ML
2008
ACM
13 years 5 months ago
2008
ACM
IJCAI
2007
13 years 6 months ago
2007
We introduce ProbLog, a probabilistic extension of Prolog. A ProbLog program defines a distribution over logic programs by specifying for each clause the probability that it belo...
ICLP
2009
Springer
14 years 5 months ago
2009
Springer
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 ...
FGCS
1992
13 years 6 months ago
1992
Probabilistic Horn abduction is a simple framework to combine probabilistic and logical reasoning into a coherent practical framework. The numbers can be consistently interpreted ...
LPNMR
2004
Springer
13 years 10 months ago
2004
Springer
This paper develops a declarative language, P-log, that combines logical and probabilistic arguments in its reasoning. Answer Set Prolog is used as the logical foundation, while c...