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ILP
2003
Springer
15 years 3 months ago
Query Optimization in Inductive Logic Programming by Reordering Literals
Query optimization is used frequently in relational database management systems. Most existing techniques are based on reordering the relational operators, where the most selective...
Jan Struyf, Hendrik Blockeel
ECSQARU
2009
Springer
15 years 4 months ago
Modelling Argument Accrual in Possibilistic Defeasible Logic Programming
Argumentation frameworks have proven to be a successful approach to formalizing commonsense reasoning. Recently, some argumentation frameworks have been extended to deal with possi...
Mauro Javier Gómez Lucero, Carlos Ivá...
LOPSTR
2009
Springer
15 years 4 months ago
The Dependency Triple Framework for Termination of Logic Programs
We show how to combine the two most powerful approaches for automated termination analysis of logic programs (LPs): the direct approach which operates directly on LPs and the trans...
Peter Schneider-Kamp, Jürgen Giesl, Manh Than...
79
Voted
ICTAI
2007
IEEE
15 years 4 months ago
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
Yunsong Guo, Bart Selman
94
Voted
ICLP
2010
Springer
15 years 1 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