On Multi-class Problems and Discretization in Inductive Logic Programming

Inductive logic programming for knowedge discovery in databases

Relational Data Mining

Three companions for data mining in first order logic

Relational Data Mining

How to upgrade propositional learners to first order logic: case study

Relational Data Mining

Scaling Up Inductive Logic Programming by Learning from Interpretations

Data Mining and Knowledge Discovery

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

A Model-Based Approach for Learning to Identify Cardiac Arrhythmias

AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making

How to Upgrade Propositional Learners to First Order Logic: A Case Study

Machine Learning and Its Applications, Advanced Lectures

Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition

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

Learning Recursive Theories in the Normal ILP Setting

Fundamenta Informaticae

Multi-class protein fold recognition using large margin logic based divide and conquer learning

Proceedings of the KDD-09 Workshop on Statistical and Relational Learning in Bioinformatics

Concept Learning from (Very) Ambiguous Examples

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

Top-down induction of first-order logical decision trees

Artificial Intelligence

Learning Large Margin First Order Decision Lists for Multi-Class Classification

DS '09 Proceedings of the 12th International Conference on Discovery Science

Discretization numbers for multiple-instances problem in relational database

ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems

Multi-Class protein fold recognition using large margin logic based divide and conquer learning

ACM SIGKDD Explorations Newsletter

Improving multiclass ILP by combining partial rules with winnow algorithm: results on classification of dopamine antagonist molecules

JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence

Numbers in multi-relational data mining

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms

Artificial Intelligence in Medicine

Learning Recursive Theories in the Normal ILP Setting

Fundamenta Informaticae