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» Probabilistic Inductive Logic Programming
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APLAS
2010
ACM
13 years 9 months ago
Reasoning about Computations Using Two-Levels of Logic
We describe an approach to using one logic to reason about specifications written in a second logic. One level of logic, called the "reasoning logic", is used to state th...
Dale Miller
LPNMR
2001
Springer
14 years 1 months ago
Fixpoint Characterizations for Many-Valued Disjunctive Logic Programs with Probabilistic Semantics
In this paper, we continue to explore many-valued disjunctive logic programs with probabilistic semantics. In particular, we newly introduce the least model state semantics for suc...
Thomas Lukasiewicz
NMR
2004
Springer
14 years 2 months ago
Logic programs with annotated disjunctions
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, ...
Joost Vennekens, Sofie Verbaeten, Maurice Bruynoog...
BMCBI
2008
126views more  BMCBI 2008»
13 years 8 months ago
Automatic inference of indexing rules for MEDLINE
This paper describes the use and customization of Inductive Logic Programming (ILP) to infer indexing rules from MEDLINE citations. Preliminary results suggest this method may enh...
Aurélie Névéol, Sonya E. Shoo...
CORR
2007
Springer
127views Education» more  CORR 2007»
13 years 8 months ago
Learning Phonotactics Using ILP
This paper describes experiments on learning Dutch phonotactic rules using Inductive Logic Programming, a machine learning approach based on the notion of inverting resolution. Di...
Stasinos Konstantopoulos