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BIBE
2007
IEEE
15 years 4 months ago
2007
IEEE
—This paper presents a study of possible extensions of Pathway Logic to represent and reason about semiquantitative and probabilistic aspects of biological processes. The underly...
ECSQARU
2005
Springer
15 years 3 months ago
2005
Springer
We describe an algorithm to build a graphical model—more precisely: a join tree representation of a Markov network—for a steady state analog electrical circuit. This model can ...
IVCNZ
1998
14 years 11 months ago
1998
Traditional scenario of probabilistic modelling is directed at generating samples having a given probability distribution. We argue that this scenario is impracticable for image m...
NMR
2004
Springer
15 years 3 months ago
2004
Springer
Current literature offers a number of different approaches to what could generally be called “probabilistic logic programming”. These are usually based on Horn clauses. Here, ...
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KR
2010
Springer
15 years 2 months ago
2010
Springer
We propose a new family of probabilistic description logics (DLs) that, in contrast to most existing approaches, are derived in a principled way from Halpern’s probabilistic fi...