| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Mitja Lustrek, Ivan Bratko, Matjaz Gams |
Independent-valued minimax: Pathological or beneficial?  |
Theor. Comput. Sci.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan |
ILP turns 20 - Biography and future challenges. |
Machine Learning |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Aljaz Kosmerlj, Ivan Bratko, Jure Zabkar |
Embodied Concept Discovery through Qualitative Action Models. |
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar |
Learning qualitative models from numerical data. |
Artif. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Autonomous Discovery of Abstract Concepts by a Robot. |
ICANNGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vida Groznik, Matej Guid, Aleksander Sadikov, Martin Mozina, Dejan Georgiev, Veronika Kragelj, Samo Ribaric, Zvezdan Pirtosek, Ivan Bratko |
Elicitation of Neurological Knowledge with ABML. |
AIME |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Dana S. Nau, Mitja Lustrek, Austin Parker, Ivan Bratko, Matjaz Gams |
When is it better not to look ahead? |
Artif. Intell. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Comparison of Machine Learning for Autonomous Robot Discovery. |
Advances in Machine Learning I |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Discovery of Abstract Concepts by a Robot. |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrej Oblak, Ivan Bratko |
Learning from Noisy Data Using a Non-covering ILP Algorithm. |
ILP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Jana Krivec, Ivan Bratko |
Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ivan Bratko |
Discovery of Abstract Concepts by a Robot. |
Discovery Science |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko |
Learning to Explain with ABML. |
ExaCt |
2010 |
DBLP BibTeX RDF |
|
| 1 | Matej Guid, Martin Mozina, Aleksander Sadikov, Ivan Bratko |
Deriving Concepts and Strategies from Chess Tablebases. |
ACG |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Mozina, Claudio Giuliano, Ivan Bratko |
Argument Based Machine Learning from Examples and Text. |
ACIIDS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
An Assessment of Machine Learning Methods for Robotic Discovery. |
CIT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Matej Guid, Aritz Perez, Ivan Bratko |
How Trustworthy is Crafty's Analysis of Chess Champions? |
ICGA Journal |
2008 |
DBLP BibTeX RDF |
|
| 1 | Aleksander Sadikov, Ivan Bratko |
LRTA. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko |
Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Matej Guid, Martin Mozina, Jana Krivec, Aleksander Sadikov, Ivan Bratko |
Learning Positional Features for Annotating Chess Games: A Case Study. |
Computers and Games |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregor Leban, Jure Zabkar, Ivan Bratko |
An Experiment in Robot Discovery with ILP. |
ILP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Matej Guid, Ivan Bratko |
Factors Affecting Diminishing Returns for Searching Deeper. |
ICGA Journal |
2007 |
DBLP BibTeX RDF |
|
| 1 | Martin Mozina, Jure Zabkar, Ivan Bratko |
Argument based machine learning. |
Artif. Intell. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alira Srdoc, Ivan Bratko, Alojzij Sluga |
Machine learning applied to quality management - A study in ship repair domain. |
Computers in Industry |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Stajduhar, Ivan Bratko |
Likelihood based classification in bayesian networks. |
Artificial Intelligence and Applications |
2007 |
DBLP BibTeX RDF |
|
| 1 | Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky |
Discovery of Genetic Networks Through Abduction and Qualitative Simulation. |
Computational Discovery of Scientific Knowledge |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Matej Guid, Ivan Bratko |
Computer Analysis of World Chess Champions. |
ICGA Journal |
2006 |
DBLP BibTeX RDF |
|
| 1 | Aleksander Sadikov, Ivan Bratko |
Learning long-term chess strategies from databases. |
Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
Long-term Strategy, Chess endgames, Chess da-ta-ba-ses, Machine learning, Computer chess |
| 1 | Daniel Vladusic, Dorian Suc, Ivan Bratko, W. Rulka |
Q2 Learning and Its Application to Car Modelling. |
Applied Artificial Intelligence |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko |
VizRank: Data Visualization Guided by Machine Learning. |
Data Min. Knowl. Discov. |
2006 |
DBLP DOI BibTeX RDF |
data mining, machine learning, data visualization, visual data mining, exploratory data analysis |
| 1 | Mitja Lustrek, Matjaz Gams, Ivan Bratko |
Is real-valued minimax pathological? |
Artif. Intell. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleksander Sadikov, Ivan Bratko |
Pessimistic Heuristics Beat Optimistic Ones in Real-Time Search. |
ECAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Martin Mozina, Jure Zabkar, Ivan Bratko |
Argument Based Rule Learning. |
ECAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ivan Bratko, Martin Mozina, Jure Zabkar |
Argument-Based Machine Learning. |
ISMIS |
2006 |
DBLP DOI BibTeX RDF |
CN2, Machine learning, argumentation, inductive logic programming, rule learning |
| 1 | Aleksander Sadikov, Ivan Bratko |
Search Versus Knowledge Revisited Again. |
Computers and Games |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleksander Sadikov, Martin Mozina, Matej Guid, Jana Krivec, Ivan Bratko |
Automated Chess Tutor. |
Computers and Games |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Matej Guid, Ivan Bratko |
Computer Analysis of Chess Champions. |
Computers and Games |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko |
Why Is Rule Learning Optimistic and How to Correct It. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Andraz Bezek, Matjaz Gams, Ivan Bratko |
Multi-agent strategic modeling in a robotic soccer domain. |
AAMAS |
2006 |
DBLP DOI BibTeX RDF |
multi-agent strategic modeling, strategy, RoboCup |
| 1 | Jure Zabkar, Martin Mozina, Jerneja Videcnik, Ivan Bratko |
Argument Based Machine Learning in a Medical Domain. |
COMMA |
2006 |
DBLP BibTeX RDF |
|
| 1 | Aleksander Sadikov, Ivan Bratko, Igor Kononenko |
Bias and pathology in minimax search. |
Theor. Comput. Sci. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan |
Microarray data mining with visual programming. |
Bioinformatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan |
VizRank: finding informative data projections in functional genomics by machine learning. |
Bioinformatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko |
Argument Based Machine Learning Applied to Law. |
Artif. Intell. Law |
2005 |
DBLP DOI BibTeX RDF |
CN2, legal information systems, legal knowledge discovery, machine learning, argumentation, rule induction |
| 1 | Dorian Suc, Ivan Bratko |
Combining Learning Constraints and Numerical Regression. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Mitja Lustrek, Matjaz Gams, Ivan Bratko |
Why Minimax Works: An Alternative Explanation. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko |
Application of Argument Based Machine Learning to Law. |
ICAIL |
2005 |
DBLP BibTeX RDF |
|
| 1 | Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan |
Simple and effective visual models for gene expression cancer diagnostics. |
KDD |
2005 |
DBLP DOI BibTeX RDF |
cancer diagnosis, data mining, machine learning, data visualization, gene expression analysis |
| 1 | Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan |
Nomograms for visualizing support vector machines. |
KDD |
2005 |
DBLP DOI BibTeX RDF |
nomogram, machine learning, visualization, support vector machines |
| 1 | Dorian Suc, Daniel Vladusic, Ivan Bratko |
Qualitatively faithful quantitative prediction. |
Artif. Intell. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Dorian Suc |
Learning Qualitative Models. |
AI Magazine |
2004 |
DBLP BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko, Claude Sammut |
Learning to Fly Simple and Robust. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleks Jakulin, Ivan Bratko |
Testing the significance of attribute interactions. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Tomaz Curk, Urban Borstnik, J. Robert Beck, John A. Halter, Adam Kuspa, Gad Shaulsky |
GenePath: a system for inference of genetic networks and proposal of genetic experiments. |
Artificial Intelligence in Medicine |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Znidarsic, Marko Bohanec, Ivan Bratko |
Categorization of Numerical Values for DEX Hierarchical Models. |
Informatica (Slovenia) |
2003 |
DBLP BibTeX RDF |
|
| 1 | Mitja Lustrek, Matjaz Gams, Ivan Bratko |
A Program for Playing Tarok. |
ICGA Journal |
2003 |
DBLP BibTeX RDF |
|
| 1 | Blaz Zupan, Janez Demsar, Ivan Bratko, Peter Juvan, John A. Halter, Adam Kuspa, Gad Shaulsky |
GenePath: a system for automated construction of genetic networks from mutant data. |
Bioinformatics |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleks Jakulin, Ivan Bratko |
Quantifying and Visualizing Attribute Interactions |
CoRR |
2003 |
DBLP BibTeX RDF |
|
| 1 | Aleks Jakulin, Ivan Bratko |
Analyzing Attribute Dependencies. |
PKDD |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleksander Sadikov, Ivan Bratko, Igor Kononenko |
Search versus Knowledge: An Empirical Study of Minimax on KRK. |
ACG |
2003 |
DBLP BibTeX RDF |
|
| 1 | Dorian Suc, Daniel Vladusic, Ivan Bratko |
Qualitatively Faithful Quantitative Prediction. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Improving Numerical Prediction with Qualitative Constraints. |
ECML |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan |
Attribute Interactions in Medical Data Analysis. |
AIME |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Dorian Suc |
Using Machine Learning to Understand Operator's Skill. |
IEA/AIE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Qualitative reverse engineering. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Peter Juvan, Blaz Zupan, Janez Demsar, Ivan Bratko, John A. Halter, Adam Kuspa, Gad Shaulsky |
Web-Enabled Knowledge-Based Analysis of Genetic Data. |
ISMDA |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Induction of Qualitative Trees. |
ECML |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky |
Abductive Inference of Genetic Networks. |
AIME |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar |
Function Decomposition in Machine Learning. |
Machine Learning and Its Applications |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko |
Machine learning for survival analysis: a case study on recurrence of prostate cancer. |
Artificial Intelligence in Medicine |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Qualitative Trees Applied to Bicycle Riding. |
Electron. Trans. Artif. Intell. |
2000 |
DBLP BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Skill modeling through symbolic reconstruction of operator's trajectories. |
IEEE Transactions on Systems, Man, and Cybernetics, Part A |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Problem Decomposition for Behavioural Cloning. |
ECML |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar |
Induction of Concept Hierarchies from Noisy Data. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Symbolic and qualitative reconstruction of control skill. |
Electron. Trans. Artif. Intell. |
1999 |
DBLP BibTeX RDF |
|
| 1 | Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko |
Learning by Discovering Concept Hierarchies. |
Artif. Intell. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Saso Dzeroski (eds.) |
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27 - 30, 1999 |
ICML |
1999 |
DBLP BibTeX RDF |
|
| 1 | Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko |
Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer. |
AIMDM |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Refining Complete Hypotheses in ILP. |
ILP |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Bojan Dolsak, Ivan Bratko, Anton Jezernik |
Knowledge base for finite-element mesh design learned by inductive logic programming. |
AI EDAM |
1998 |
DBLP BibTeX RDF |
|
| 1 | Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko |
Feature Transformation by Function Decomposition. |
IEEE Intelligent Systems |
1998 |
DBLP BibTeX RDF |
|
| 1 | Aram Karalic, Ivan Bratko |
First Order Regression. |
Machine Learning |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Dorian Suc, Ivan Bratko |
Skill Reconstruction as Induction of LQ Controllers with Subgoals. |
IJCAI |
1997 |
DBLP BibTeX RDF |
|
| 1 | Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko |
Constructing Intermediate Concepts by Decomposition of Real Functions. |
ECML |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar |
Machine Learning by Function Decomposition. |
ICML |
1997 |
DBLP BibTeX RDF |
|
| 1 | Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik |
A Dataset Decomposition Approach to Data Mining and Machine Discovery. |
KDD |
1997 |
DBLP BibTeX RDF |
|
| 1 | Matjaz Gams, Ivan Bratko |
AI in Eastern and Central Europe. |
Informatica (Slovenia) |
1996 |
DBLP BibTeX RDF |
|
| 1 | Ivan Bratko, Bojan Cestnik, Igor Kononenko |
Attribute-Based Learning. |
AI Commun. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Stephen Muggleton |
Applications of Inductive Logic Programming. |
Commun. ACM |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Saso Dzeroski |
Engineering Applications of ILP. |
New Generation Comput. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Tanja Urbancic |
Control Skill, Machine Learning and Hand-crafting in Controller Design. |
Machine Intelligence 15 |
1995 |
DBLP BibTeX RDF |
|
| 1 | Ivan Bratko, Ross D. King |
Applications of Inductive Logic Programming. |
SIGART Bulletin |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Machine Learning and Qualitative Reasoning. |
Machine Learning |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Bohanec, Ivan Bratko |
Trading Accuracy for Simplicity in Decision Trees. |
Machine Learning |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Bojan Dolsak, Anton Jezernik, Ivan Bratko |
A knowledge base for finite element mesh design. |
AI in Engineering |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Tanja Urbancic, Ivan Bratko |
Reconstructing Human Skill with Machine Learning. |
ECAI |
1994 |
DBLP BibTeX RDF |
|
| 1 | Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik |
Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. |
ECML |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Machine learning in artificial intelligence. |
AI in Engineering |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Applications of Machine Learning: Towards Knowledge Synthesis. |
New Generation Comput. |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko |
Deriving qualitative control for dynamic systems. |
Machine Intelligence 14 |
1993 |
DBLP BibTeX RDF |
|
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