Ivan Bratko

Publication Activity (10 Years)

Years Active: 1978-2023
Publications (10 Years): 16

Top Venues

Informatica (Slovenia)

Artif. Intell. Medicine

AIED

Intelligent Tutoring Systems

Publications

Domen Soberl, Ivan Bratko
Transferring a Learned Qualitative Cart-Pole Control Model to Uneven Terrains. DS (2023)
Andreja Istenic, Ivan Bratko, Violeta Rosanda
Are pre-service teachers disinclined to utilise embodied humanoid social robots in the classroom? Br. J. Educ. Technol. 52 (6) (2021)
Jana Krivec, Ivan Bratko, Matej Guid
Identification and conceptualization of procedural chunks in chess. Cogn. Syst. Res. 69 (2021)
Domen Soberl, Ivan Bratko, Jure Zabkar
Learning to Control a Quadcopter Qualitatively. J. Intell. Robotic Syst. 100 (3) (2020)
Domen Soberl, Ivan Bratko
Learning Explainable Control Strategies Demonstrated on the Pole-and-Cart System. IEA/AIE (2019)
Martin Mozina, Janez Demsar, Ivan Bratko, Jure Zabkar
Extreme value correction: a method for correcting optimistic estimations in rule learning. Mach. Learn. 108 (2) (2019)
Timotej Lazar, Aleksander Sadikov, Ivan Bratko
Rewrite Rules for Debugging Student Programs in Programming Tutors. IEEE Trans. Learn. Technol. 11 (4) (2018)
Ivan Bratko
AlphaZero - What's Missing? Informatica (Slovenia) 42 (1) (2018)
Martin Mozina, Timotej Lazar, Ivan Bratko
Identifying typical approaches and errors in Prolog programming with argument-based machine learning. Expert Syst. Appl. 112 (2018)
Matej Guid, Ivan Bratko
Influence of Search Depth on Position Evaluation. ACG (2017)
Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipic
Multiobjective discovery of human-like driving strategies. GECCO (Companion) (2017)
Aleksander Sadikov, Vida Groznik, Martin Mozina, Jure Zabkar, Dag Nyholm, Mevludin Memedi, Ivan Bratko, Dejan Georgiev
Feasibility of spirography features for objective assessment of motor function in Parkinson's disease. Artif. Intell. Medicine 81 (2017)
Timothy Wiley, Ivan Bratko, Claude Sammut
A Machine Learning System for Controlling a Rescue Robot. RoboCup (2017)
Domen Soberl, Ivan Bratko
Reactive Motion Planning with Qualitative Constraints. IEA/AIE (1) (2017)
Timotej Lazar, Martin Mozina, Ivan Bratko
Automatic Extraction of AST Patterns for Debugging Student Programs. AIED (2017)
Jure Zabkar, Ivan Bratko, Janez Demsar
Extracting qualitative relations from categorical data. Artif. Intell. 239 (2016)
Domen Soberl, Jure Zabkar, Ivan Bratko
Qualitative Planning of Object Pushing by a Robot. ISMIS (2015)
Matej Zapusek, Martin Mozina, Ivan Bratko, Joze Rugelj, Matej Guid
Designing an Interactive Teaching Tool with ABML Knowledge Refinement Loop. Intelligent Tutoring Systems (2014)
Timothy Wiley, Claude Sammut, Ivan Bratko
Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours. AAAI (2014)
Aleksander Sadikov, Vida Groznik, Jure Zabkar, Martin Mozina, Dejan Georgiev, Zvezdan Pirtosek, Ivan Bratko
ParkinsonCheck Smart Phone App. ECAI (2014)
Timotej Lazar, Ivan Bratko
Data-Driven Program Synthesis for Hint Generation in Programming Tutors. Intelligent Tutoring Systems (2014)
Timothy Wiley, Claude Sammut, Ivan Bratko
Qualitative Simulation with Answer Set Programming. ECAI (2014)
Vida Groznik, Aleksander Sadikov, Martin Mozina, Jure Zabkar, Dejan Georgiev, Ivan Bratko
Attribute Visualisation for Computer-Aided Diagnosis: A Case Study. ICHI (2014)
Vida Groznik, Matej Guid, Aleksander Sadikov, Martin Mozina, Dejan Georgiev, Veronika Kragelj, Samo Ribaric, Zvezdan Pirtosek, Ivan Bratko
Elicitation of neurological knowledge with argument-based machine learning. Artif. Intell. Medicine 57 (2) (2013)
Matej Guid, Martin Mozina, Ciril Bohak, Aleksander Sadikov, Ivan Bratko
Building an Intelligent Tutoring System for Chess Endgames. CSEDU (2013)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
Learning Qualitative Models from Numerical Data: Extended abstract. IJCAI (2013)
Matej Guid, Ivan Bratko
Search-Based Estimation of Problem Difficulty for Humans. AIED (2013)
Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan
DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling. Informatica (Slovenia) 37 (1) (2013)
Dunja Mladenic, Stephen Muggleton, Ivan Bratko
Editors's Introduction to the Special Issue on "100 Years of Alan Turing and 20 Years of SLAIS". Informatica (Slovenia) 37 (1) (2013)
Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Ivan Bratko
Goal-Oriented Conceptualization of Procedural Knowledge. ITS (2012)
Mitja Lustrek, Ivan Bratko, Matjaz Gams
Independent-valued minimax: Pathological or beneficial? Theor. Comput. Sci. 422 (2012)
Damjan Kuznar, Martin Mozina, Marina Giordanino, Ivan Bratko
Improving vehicle aeroacoustics using machine learning. Eng. Appl. Artif. Intell. 25 (5) (2012)
Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan
ILP turns 20 - Biography and future challenges. Mach. Learn. 86 (1) (2012)
Matej Guid, Martin Mozina, Vida Groznik, Dejan Georgiev, Aleksander Sadikov, Zvezdan Pirtosek, Ivan Bratko
ABML Knowledge Refinement Loop: A Case Study. ISMIS (2012)
Ivan Bratko
Autonomous Discovery of Abstract Concepts by a Robot. ICANNGA (1) (2011)
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)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
Learning Predictive Qualitative Models with Padé. Informatica (Slovenia) 35 (4) (2011)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
Learning qualitative models from numerical data. Artif. Intell. 175 (9-10) (2011)
Aljaz Kosmerlj, Ivan Bratko, Jure Zabkar
Embodied Concept Discovery through Qualitative Action Models. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 19 (3) (2011)
Matej Guid, Ivan Bratko
Using Heuristic-Search Based Engines for Estimating Human Skill at Chess. J. Int. Comput. Games Assoc. 34 (2) (2011)
Ivan Bratko
Discovery of Abstract Concepts by a Robot. Discovery Science (2010)
Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko
Learning to Explain with ABML. ExaCt (2010)
Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Jana Krivec, Ivan Bratko
Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. EDM (2010)
Dana S. Nau, Mitja Lustrek, Austin Parker, Ivan Bratko, Matjaz Gams
When is it better not to look ahead? Artif. Intell. 174 (16-17) (2010)
Ivan Bratko
Discovery of Abstract Concepts by a Robot. ALT (2010)
Andrej Oblak, Ivan Bratko
Learning from Noisy Data Using a Non-covering ILP Algorithm. ILP (2010)
Matej Guid, Martin Mozina, Aleksander Sadikov, Ivan Bratko
Deriving Concepts and Strategies from Chess Tablebases. ACG (2009)
Martin Mozina, Claudio Giuliano, Ivan Bratko
Argument Based Machine Learning from Examples and Text. ACIIDS (2009)
Aleksander Sadikov, Ivan Bratko
LRTA. ECAI (2008)
Matej Guid, Aritz Pérez, Ivan Bratko
How Trustworthy is Crafty's Analysis of Chess Champions? J. Int. Comput. Games Assoc. 31 (3) (2008)
Gregor Leban, Jure Zabkar, Ivan Bratko
An Experiment in Robot Discovery with ILP. ILP (2008)
Ivan Bratko
An assessment of machine learning methods for robotic discovery. ITI (2008)
Ivan Bratko
An Assessment of Machine Learning Methods for Robotic Discovery. J. Comput. Inf. Technol. 16 (4) (2008)
Matej Guid, Martin Mozina, Jana Krivec, Aleksander Sadikov, Ivan Bratko
Learning Positional Features for Annotating Chess Games: A Case Study. Computers and Games (2008)
Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko
Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning. ECAI (2008)
Martin Mozina, Jure Zabkar, Ivan Bratko
Argument based machine learning. Artif. Intell. 171 (10-15) (2007)
Ivan Stajduhar, Ivan Bratko
Likelihood based classification in bayesian networks. Artificial Intelligence and Applications (2007)
Matej Guid, Ivan Bratko
Factors Affecting Diminishing Returns for Searching Deeper. J. Int. Comput. Games Assoc. 30 (2) (2007)
Alira Srdoc, Ivan Bratko, Alojzij Sluga
Machine learning applied to quality management - A study in ship repair domain. Comput. Ind. 58 (5) (2007)
Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko
VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13 (2) (2006)
Matej Guid, Ivan Bratko
Computer Analysis of World Chess Champions. J. Int. Comput. Games Assoc. 29 (2) (2006)
Andraz Bezek, Matjaz Gams, Ivan Bratko
Multi-agent strategic modeling in a robotic soccer domain. AAMAS (2006)
Daniel Vladusic, Dorian Suc, Ivan Bratko, W. Rulka
Learning and Its Application to Car Modelling. Appl. Artif. Intell. 20 (8) (2006)
Martin Mozina, Jure Zabkar, Ivan Bratko
Argument Based Rule Learning. ECAI (2006)
Mitja Lustrek, Matjaz Gams, Ivan Bratko
Is real-valued minimax pathological? Artif. Intell. 170 (6-7) (2006)
Aleksander Sadikov, Ivan Bratko
Pessimistic Heuristics Beat Optimistic Ones in Real-Time Search. ECAI (2006)
Aleksander Sadikov, Martin Mozina, Matej Guid, Jana Krivec, Ivan Bratko
Automated Chess Tutor. Computers and Games (2006)
Aleksander Sadikov, Ivan Bratko
Search Versus Knowledge Revisited Again. Computers and Games (2006)
Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko
Why Is Rule Learning Optimistic and How to Correct It. ECML (2006)
Ivan Bratko, Martin Mozina, Jure Zabkar
Argument-Based Machine Learning. ISMIS (2006)
Aleksander Sadikov, Ivan Bratko
Learning long-term chess strategies from databases. Mach. Learn. 63 (3) (2006)
Matej Guid, Ivan Bratko
Computer Analysis of Chess Champions. Computers and Games (2006)
Jure Zabkar, Martin Mozina, Jerneja Videcnik, Ivan Bratko
Argument Based Machine Learning in a Medical Domain. COMMA (2006)
Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko
Application of Argument Based Machine Learning to Law. ICAIL (2005)
Dorian Suc, Ivan Bratko
Combining Learning Constraints and Numerical Regression. IJCAI (2005)
Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan
VizRank: finding informative data projections in functional genomics by machine learning. Bioinform. 21 (3) (2005)
Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan
Nomograms for visualizing support vector machines. KDD (2005)
Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan
Simple and effective visual models for gene expression cancer diagnostics. KDD (2005)
Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan
Microarray data mining with visual programming. Bioinform. 21 (3) (2005)
Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko
Argument Based Machine Learning Applied to Law. Artif. Intell. Law 13 (1) (2005)
Aleksander Sadikov, Ivan Bratko, Igor Kononenko
Bias and pathology in minimax search. Theor. Comput. Sci. 349 (2) (2005)
Mitja Lustrek, Matjaz Gams, Ivan Bratko
Why Minimax Works: An Alternative Explanation. IJCAI (2005)
Dorian Suc, Daniel Vladusic, Ivan Bratko
Qualitatively faithful quantitative prediction. Artif. Intell. 158 (2) (2004)
Dorian Suc, Ivan Bratko, Claude Sammut
Learning to Fly Simple and Robust. ECML (2004)
Aleks Jakulin, Ivan Bratko
Testing the significance of attribute interactions. ICML (2004)
Ivan Bratko, Dorian Suc
Learning Qualitative Models. AI Mag. 24 (4) (2004)
Dorian Suc, Daniel Vladusic, Ivan Bratko
Qualitatively Faithful Quantitative Prediction. IJCAI (2003)
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. Artif. Intell. Medicine 29 (1-2) (2003)
Dorian Suc, Ivan Bratko
Improving Numerical Prediction with Qualitative Constraints. ECML (2003)
Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan
Attribute Interactions in Medical Data Analysis. AIME (2003)
Aleks Jakulin, Ivan Bratko
Quantifying and Visualizing Attribute Interactions CoRR (2003)
Mitja Lustrek, Matjaz Gams, Ivan Bratko
A Program for Playing Tarok. J. Int. Comput. Games Assoc. 26 (3) (2003)
Aleksander Sadikov, Ivan Bratko, Igor Kononenko
Search versus Knowledge: An Empirical Study of Minimax on KRK. ACG (2003)
Martin Znidarsic, Marko Bohanec, Ivan Bratko
Categorization of Numerical Values for DEX Hierarchical Models. Informatica (Slovenia) 27 (4) (2003)
Aleks Jakulin, Ivan Bratko
Analyzing Attribute Dependencies. PKDD (2003)
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. Bioinform. 19 (3) (2003)
Dorian Suc, Ivan Bratko
Qualitative reverse engineering. ICML (2002)
Ivan Bratko, Dorian Suc
Using Machine Learning to Understand Operator's Skill. IEA/AIE (2002)
Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky
Abductive Inference of Genetic Networks. AIME (2001)
Blaz Zupan, Ales Porenta, Gaj Vidmar, Noriaki Aoki, Ivan Bratko, J. Robert Beck
Decisions at Hand: A Decision Support System on Handhelds. MedInfo (2001)

Ivan Bratko.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ivan Bratko