Learning Structurally Indeterminate Clauses

An extended transformation approach to inductive logic programming

ACM Transactions on Computational Logic (TOCL) - Special issue devoted to Robert A. Kowalski

Propositionalization approaches to relational data mining

Relational Data Mining

A Framework for Learning Rules from Multiple Instance Data

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

IBC: A First-Order Bayesian Classifier

ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming

A Genetic Algorithm for Propositionalization

ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming

Filtering Multi-Instance Problems to Reduce Dimensionality in Relational Learning

Journal of Intelligent Information Systems

A comparative study on methods for reducing myopia of hill-climbing search in multirelational learning

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Multi-Instance Learning Based Web Mining

Applied Intelligence

Adapting RBF Neural Networks to Multi-Instance Learning

Neural Processing Letters

Propositionalization-based relational subgroup discovery with RSD

Machine Learning

Inductive learning from numerical and symbolic data: An integrated framework

Intelligent Data Analysis

Concept Learning from (Very) Ambiguous Examples

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition

Handling continuous-valued attributes in incremental first-order rules learning

AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence