Foundations of logic programming; (2nd extended ed.)
Foundations of logic programming; (2nd extended ed.)
Flattening and Saturation: Two Representation Changes for Generalization
Machine Learning - Special issue on evaluating and changing representation
Interactive theory revision: an inductive logic programming approach
Interactive theory revision: an inductive logic programming approach
What You Always Wanted to Know About Datalog (And Never Dared to Ask)
IEEE Transactions on Knowledge and Data Engineering
Handling Continuous Data in Top-Down Induction of First-Order Rules
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
A NLG-Based Presentation Method for Supporting KDD End-Users
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Discovering Associations between Spatial Objects: An ILP Application
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
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INGENS is a prototypical GIS which integrates machine learning tools in order to discover geographic knowledge useful for the task of topographic map interpretation. It embeds ATRE, a novel learning system that can induce recursive logic theories from a set of training examples. An application to the problem of recognizing four morphological elements in topographic maps of the Apulia region is also illustrated.