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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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Semantic Web

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Probabilistic Semantics for Categorical Syllogisms of Figure II
A coherence-based probability semantics for categorical syllogisms of Figure I, which have transitive structures, has been… 
2017
2017
A Topic Model Based on Poisson Decomposition
Determining appropriate statistical distributions for modeling text corpora is important for accurate estimation of numerical… 
2015
2015
Representing and processing lineages over uncertain data based on the Bayesian network
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… 
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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