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» Probabilistic logic with independence
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ICLP
2004
Springer
15 years 7 months ago
Possible Worlds Semantics for Probabilistic Logic Programs
Abstract. In this paper we consider a logic programming framework for reasoning about imprecise probabilities. In particular, we propose a new semantics, for the Probabilistic Logi...
Alex Dekhtyar, Michael I. Dekhtyar
HIM
1997
Springer
162views Multimedia» more  HIM 1997»
15 years 6 months ago
Probabilistic Logical Information Retrieval for Content, Hypertext, and Database Querying
Classical retrieval models support content-oriented searching for documents using a set of words as data model. However, in hypertext and database applications we want to consider...
Thomas Rölleke, Markus Blömer
ICLP
2010
Springer
15 years 5 months ago
Improving the Efficiency of Gibbs Sampling for Probabilistic Logical Models by Means of Program Specialization
Abstract. There is currently a large interest in probabilistic logical models. A popular algorithm for approximate probabilistic inference with such models is Gibbs sampling. From ...
Daan Fierens
DAM
1999
89views more  DAM 1999»
15 years 1 months ago
Accuracy of Techniques for the Logical Analysis of Data
We analyse the generalisation accuracy of standard techniques for the `logical analysis of data', within a probabilistic framework.
Martin Anthony
109
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LAI
1996
128views more  LAI 1996»
15 years 3 months ago
Doxastic Normality Logic: A Qualitative Probabilistic Modal Framework for Defaults and Belief
We propose a new semantics for modeling belief, mixing conncepts from qualitative probabilistic and classical possible world accounts. Our belief structures are coherent sets of q...
Emil Weydert