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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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Abductive logic programmingAction model learningArtificial intelligenceBayesian network

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
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… 
Highly Cited
2005
Highly Cited
2005
Support Vector Inductive Logic Programming
In this paper we explore a topic which is at the intersection of two areas of Machine Learning: namely Support Vector Machines… 
2002
2002
Discovering Dynamics: From Inductive Logic Programming To Machine Discovery
Machine discovery systems help humans to find natural laws from collections of experimentaUy collected data. Most of the laws… 
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… 
1998
1998
Inductive Logic Programming: Issues, Results and the LLL Challenge (abstract)
Inductive Logic Programming (ILP) [9, 11] is the area of AI which deals with the induction of hypothesised predica te definitions… 
1996
1996
From logic programs to inductive definitions
The three-valued Fitting/Kunen semantics is one of the best declarative semantics for negation as failure in logic programming… 
1995
1995
AILP: Abductive Inductive Logic Programming
Inductive Logic Programming (ILP) is often situated as a research area emerging at the intersection of Machine Learning and Logic… 
1993
1993
The Origins of Inductive Logic Programming: A Prehistoric Tale
This paper traces the development of the main ideas that have led to the present state of knowledge in Inductive Logic… 
1991
1991
Logic Programming, Functional Programming, and Inductive Definitions
An attempt at unifying logic and functional programming is reported. As a starting point, we take the view that "logic programs… 
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