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Inductive logic programming

Known as: ILP 
Inductive logic programming (ILP) is a subfield of machine learning which uses logic programming as a uniform representation for examples, background… 
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Related topics

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30 relations
Abductive logic programmingAction model learningArtificial intelligenceBayesian network

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2009
2009
Guaranteed Loop Bound Identification from Program Traces for WCET
Static analysis can be used to determine safe estimates of Worst Case Execution Time. However, overestimation of the number of… 
2008
2008
Inductive logic programming for gene regulation prediction
Abstract We present a systems biology application of ILP, where the goal is to predict the regulation of a gene under a certain… 
2007
2007
Modelling affective-based music compositional intelligence with the aid of ANS analyses
2006
2006
Quantitative pharmacophore models with inductive logic programming
Three-dimensional models, or pharmacophores, describing Euclidean constraints on the location on small molecules of functional… 
2004
2004
An Experiment in Using Inductive Logic Programming to Uncover Pointcuts
The subject of this paper is the transformation from pre-AOP legacy software to aspect-oriented software. To factor out… 
2002
2002
Runtime Service Composition via Logic-Based Program Synthesis
Dynamic composition of services from components at runtime can help to provide flexible service infrastructures, but requires… 
Review
2001
Review
2001
Machine Learning and Inductive Logic Programming for Multi-agent Systems
Learning is a crucial ability of intelligent agents. Rather than presenting a complete literature review, we focus in this paper… 
Highly Cited
1999
Highly Cited
1999
A Study of Relevance for Learning in Deductive Databases
1999
1999
Rough Problem Settings for Inductive Logic Programming
Inductive Logic Programming (ILP) is a relatively new method in machine learning. Compared with the traditional attribute-value… 
1997
1997
On the complexity of some inductive logic programming problems
The bounded ILP-consistency problem for function-free Horn clauses is described as follows. Given at setE+ andE− of function-free… 
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