140 search results - page 1 / 28 » Logic Programming, Abduction and Probability |
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 ...
LOGCOM
2007
13 years 4 months ago
2007
The paper provides a uniform representation of abductive reasoning in the logical framework of causal inference relations. The representation covers in a single framework not only...
ICLP
2010
Springer
13 years 3 months ago
2010
Springer
Abductive Logic Programming is a computationally founded representation of abductive reasoning. In most ALP frameworks, integrity constraints express domainspecific logical relati...
ICLP
2010
Springer
13 years 8 months ago
2010
Springer
ABSTRACT. Action-probabilistic logic programs (ap-programs) are a class of probabilistic logic programs that have been extensively used during the last few years for modeling behav...
AGP
1997
IEEE
13 years 9 months ago
1997
IEEE
We propose an algorithm for learning abductive logic programs from examples. We consider the Abductive Concept Learning framework, an extension of the Inductive Logic Programming ...