390 search results - page 19 / 78 » Probability Logic and Logical Probability |
119
Voted
ENTCS
2007
15 years 3 months ago
2007
We define a logic EpCTL for reasoning about the evolution of probabilistic systems. System states correspond to probability distributions over classical states and the system evo...
235
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ICLP
2009
Springer
16 years 4 months ago
2009
Springer
Probabilistic logic programs (PLPs) define a set of probability distribution functions (PDFs) over the set of all Herbrand interpretations of the underlying logical language. When...
102
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AAAI
2008
15 years 5 months ago
2008
This paper addresses the question of how statistical learning algorithms can be integrated into a larger AI system both from a practical engineering perspective and from the persp...
154
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PKDD
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. A new method is proposed for compiling causal independencies into Markov logic networks (MLNs). An MLN can be viewed as compactly representing a factorization of a joint ...
129
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JAL
2008
15 years 3 months ago
2008
This paper develops connections between objective Bayesian epistemology--which holds that the strengths of an agent's beliefs should be representable by probabilities, should...