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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

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2015
2015
Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language
This paper explores theoretical issues in constructing an adequate probabilistic semantics for natural language. Two approaches… 
2014
2014
Циклы в байесовских сетях: вероятностная семантика и отношения с соседними узлами
We consider directed (feedback) cycles in Bayesian belief networks, taking into consideration their interaction with successors… 
2011
2011
Answering Threshold Queries in Probabilistic Datalog+/- Ontologies
The recently introduced Datalog+/- family of ontology languages is especially useful for representing and reasoning over… 
2009
2009
Mapping logical Bayesian networks to probabilistic logic programs with distribution semantics
A significant part of current research on (inductive) logic programming deals with probabilistic logical models. Over the last… 
2008
2008
5 Probabilistic Relational Models
Probabilistic relational models (PRMs) are a rich representation language for structured statistical models. They combine a frame… 
2004
2004
A comparison on texture classification algorithms for remote sensing data
Ground penetrating radar (GPR) systems are widely used to inspect underground structures. We have collected GPR images to detect… 
2001
2001
Embedding conditional event algebras into temporal calculus of conditionals
In this paper we prove that all the existing conditional event algebras embed into a three-valued extension of temporal logic of… 
1990
1990
A Probabilistic Interpretation for Lazy Nonmonotonic Reasoning
This paper presents a formal relationship for probability Ken Satoh Generation Computer Technology Minato-ku, Tokyo 108, Japan… 
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… 
1981
1981
Probabilistic considerations on modal semantics
Of course, since those days logicians have developed new methods, in particular set-theoretic semantics for the treatment of… 
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