23 search results - page 4 / 5 » A Tractable First-Order Probabilistic Logic |
DLOG
2011
12 years 9 months ago
2011
We analyze the complexity of subsumption in probabilistic variants of the description logic EL. In the case where probabilities apply only to concepts, we map out the borderline be...
SEMWEB
2005
Springer
13 years 11 months ago
2005
Springer
There has been considerable debate as to the merits and the applicability of probabilistic or statistical reasoning to Semantic Web. Much of this debate seems to have centered on ...
DMIN
2006
13 years 7 months ago
2006
- As is generally accepted, the most important feature that a Knowledge Discovery in Database (KDD) system must possess is, to be able to discover patterns that are "novel&quo...
JMLR
2010
13 years 17 days ago
2010
There is a growing interest in building probabilistic models with high order potentials (HOPs), or interactions, among discrete variables. Message passing inference in such models...
JAIR
2008
13 years 5 months ago
2008
We present exact algorithms for identifying deterministic-actions' effects and preconditions in dynamic partially observable domains. They apply when one does not know the ac...