Lookahead and Discretization in ILP

Inductive logic programming for knowedge discovery in databases

Relational Data Mining

Three companions for data mining in first order logic

Relational Data Mining

A Reusable Multi-Agent Architecture for Active Intelligent Websites

Applied Intelligence

Scaling Up Inductive Logic Programming by Learning from Interpretations

Data Mining and Knowledge Discovery

Relational Reinforcement Learning

Machine Learning

Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Learning First Order Logic Time Series Classifiers: Rules and Boosting

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Modeling User Preferences and Mediating Agents in Electronic Commerce

Agent Mediated Electronic Commerce, The European AgentLink Perspective.

Inductive Verification and Validation of the KULRoT RoboCup Team

RoboCup-98: Robot Soccer World Cup II

Intrusion Detection through Behavioral Data

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis

Executing Query Packs in ILP

ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming

Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity

DS '01 Proceedings of the 4th International Conference on Discovery Science

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

Evaluating the performance of cost-based discretization versus entropy-and error-based discretization

Computers and Operations Research

First order random forests: Learning relational classifiers with complex aggregates

Machine Learning

Integrating Naïve Bayes and FOIL

The Journal of Machine Learning Research

Learning Horn Expressions with LOGAN-H

The Journal of Machine Learning Research

On the connection between the phase transition of the covering test and the learning success rate in ILP

Machine Learning

Feature Discovery with Type Extension Trees

ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming

An Inductive Logic Programming Approach to Statistical Relational Learning

Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning

nFOIL: integrating Naïve Bayes and FOIL

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Improving the efficiency of inductive logic programming through the use of query packs

Journal of Artificial Intelligence Research

Top-down induction of first-order logical decision trees

Artificial Intelligence

Basic principles of learning Bayesian logic programs

Probabilistic inductive logic programming