31 search results - page 1 / 7 » Abductive Inference in Probabilistic Logic Programs |
96
Voted
ICLP
2010
Springer
15 years 2 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...
107
Voted
LOGCOM
2007
14 years 10 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...
89
Voted
FGCS
1992
15 years 2 days 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 ...
114
Voted
AAAI
2011
13 years 11 months ago
2011
Plan recognition is a form of abductive reasoning that involves inferring plans that best explain sets of observed actions. Most existing approaches to plan recognition and other ...
114
Voted
AGP
2003
IEEE
15 years 4 months ago
2003
IEEE
Constraint Logic Programming (CLP) and Abductive Logic Programming (ALP) share the important concept of conditional answer. We exploit their deep similarities to implement an effic...