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Probabilistic semantics

One of the most severe limitations of the Semantic Web is its inability to deal with uncertain knowledge. Probabilistic Semantics extends the current… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2014
2014
Probabilities of counterfactuals and counterfactual probabilities
2012
2012
Efficient processing of probabilistic set-containment queries on uncertain set-valued data
2011
2011
Constructing probabilistic graphical model from predicate formulas for fusing logical and probabilistic knowledge
2011
2011
Abductive Reasoning for Continual Dialogue Understanding
  • M. Janícek
  • ESSLLI Student Sessions
  • 2011
  • Corpus ID: 18054151
In this paper we present a continual context-sensitive abductive framework for understanding situated spoken natural dialogue… 
2005
2005
Factored particle filtering for data fusion and situation assessment in urban environments
We present and demonstrate a particle filtering approach to data fusion and situation assessment for military operations in urban… 
2005
2005
Directed Cycles in Bayesian Belief Networks: Probabilistic Semantics and Consistency Checking Complexity
Although undirected cycles in directed graphs of Bayesian belief networks have been thoroughly studied, little attention has so… 
2000
2000
The Weakest Completion Approach to the Probabilistic Semantics Unu/iist and Unu/iist Reports the Weakest Completion Approach to the Probabilistic Semantics
the governments of the People's Republic of China and Portugal through a contribution to the UNU Endownment Fund. As well as… 
1991
1991
Notes on "A Clash of Intuitions"
1987
1987
Probabilistic Semantics for Qualitative Influences
What's in an influence link? To answer this foundational question, I propose a semantics for qualitative influences: a positively… 
1982
1982
Can Current Protocol Verification Techniques Guarantee Correctness?
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