Bratko, Ivan

29 publications

MLJ 2025 Qualitative Control Learning Can Be Much Faster than Reinforcement Learning Domen Soberl, Ivan Bratko

MLJ 2019 Extreme Value Correction: A Method for Correcting Optimistic Estimations in Rule Learning Martin Mozina, Janez Demsar, Ivan Bratko, Jure Zabkar

AAAI 2014 Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours Timothy Wiley, Claude Sammut, Ivan Bratko

IJCAI 2013 Learning Qualitative Models from Numerical Data: Extended Abstract Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar

MLJ 2012 ILP Turns 20 - Biography and Future Challenges Stephen H. Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan

ALT 2010 Discovery of Abstract Concepts by a Robot Ivan Bratko

MLJ 2006 Learning Long-Term Chess Strategies from Databases Aleksander Sadikov, Ivan Bratko

ECML-PKDD 2006 Why Is Rule Learning Optimistic and How to Correct It Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko

IJCAI 2005 Combining Learning Constraints and Numerical Regression Dorian Suc, Ivan Bratko

IJCAI 2005 Why Minimax Works: An Alternative Explanation Mitja Lustrek, Matjaz Gams, Ivan Bratko

ECML-PKDD 2004 Learning to Fly Simple and Robust Dorian Suc, Ivan Bratko, Claude Sammut

ICML 2004 Testing the Significance of Attribute Interactions Aleks Jakulin, Ivan Bratko

ECML-PKDD 2003 Improving Numerical Prediction with Qualitative Constraints Dorian Suc, Ivan Bratko

IJCAI 2003 Qualitatively Faithful Quantitative Prediction Dorian Suc, Daniel Vladusic, Ivan Bratko

ICML 2002 Qualitative Reverse Engineering Dorian Suc, Ivan Bratko

ECML-PKDD 2001 Induction of Qualitative Trees Dorian Suc, Ivan Bratko

ICML 2000 Induction of Concept Hierarchies from Noisy Data Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar

ECML-PKDD 2000 Problem Decomposition for Behavioural Cloning Dorian Suc, Ivan Bratko

ICML 1999 Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27 - 30, 1999 Ivan Bratko, Saso Dzeroski

ECML-PKDD 1997 Constructing Intermediate Concepts by Decomposition of Real Functions Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko

MLJ 1997 First Order Regression Aram Karalic, Ivan Bratko

ICML 1997 Machine Learning by Function Decomposition Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar

IJCAI 1997 Skill Reconstruction as Induction of LQ Controllers with Subgoals Dorian Suc, Ivan Bratko

MLJ 1994 Machine Learning and Qualitative Reasoning Ivan Bratko

MLJ 1994 Trading Accuracy for Simplicity in Decision Trees Marko Bohanec, Ivan Bratko

ECML-PKDD 1994 Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik

MLJ 1991 Information-Based Evaluation Criterion for Classifier's Performance Igor Kononenko, Ivan Bratko

ICML 1991 Learning Qualitative Models of Dynamic Systems Ivan Bratko, Stephen H. Muggleton, Alen Varsek

IJCAI 1979 Implementing Search Heuristics Using the AL1 Advice-Taking System Ivan Bratko