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» Probabilistic logic with independence
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ICLP
2004
Springer
14 years 2 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»
14 years 24 days 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
14 years 1 days 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»
13 years 8 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
LAI
1996
128views more  LAI 1996»
13 years 10 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