Ivan Bratko

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	All	Since 2016
Citations	12564	2005
h-index	49	23
i10-index	144	44

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1987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202158 105 127 144 191 200 253 267 260 300 358 273 330 285 390 364 394 416 424 450 515 528 486 534 456 588 514 431 459 385 391 410 409 381 27

Co-authors

Blaz ZupanUniversity of LjubljanaVerified email at fri.uni-lj.si
Matej GuidFaculty of Computer and Information Science, University of LjubljanaVerified email at fri.uni-lj.si
Aleks Jakulin1o IncVerified email at stat.columbia.edu
Matjaz GamsJozef Stefan InstituteVerified email at ijs.si
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk
Gregor LebanJozef Stefan InstituteVerified email at ijs.si
Igor MozetičJožef Stefan Institute, Ljubljana, SloveniaVerified email at ijs.si
Dejan GeorgievUniversity of Ljubljana and UCLVerified email at ucl.ac.uk
Mitja LuštrekArtificial intelligence researcher, Jožef Stefan InstituteVerified email at ijs.si
Tomaž CurkUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Alojzij SlugaProfessor of Mechanical Engineering, University of Ljubljana, in retirement since 2015Verified email at fs.uni-lj.si
Uros PetrovicFull Professor (Genetics, Molecular Biology) and Principal Investigator (Functional Genomics)Verified email at ijs.si
Gaj VidmarHead of Biostatistics and Scientific Informatics, University Rehabilitation Institute, Republic of SloveniaVerified email at ir-rs.si
Katsumi InoueNational Institute of Informatics / SOKENDAI / Tokyo Institute of TechnologyVerified email at nii.ac.jp
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Luc De Raedtprofessor, KU LeuvenVerified email at cs.kuleuven.be
Trevor J M Bench-CaponUniversity of Liverpool, Department of Computer ScienceVerified email at csc.liv.ac.uk
Matjaž KukarFaculty of Computer and Information Science, University of Ljubljana, SloveniaVerified email at fri.uni-lj.si
Guillermo R. SimariProfessor Emeritus in Logic for Computer Science and Artificial IntelligenceVerified email at cs.uns.edu.ar

Ivan Bratko

Professor of Computer Science, University of Ljubljana

Verified email at fri.uni-lj.si

Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Prolog programming for artificial intelligence I Bratko Pearson education, 2001	2480	2001
ASSISTANT 86: A knowledge-elicitation tool for sophisticated users B Cestnik, I Kononenko, I Bratko Proceedings of the 2nd European Conference on European Working Session on …, 1987	678	1987
The monk's problems a performance comparison of different learning algorithms SB Thrun, J Bala, E Bloedorn, I Bratko, B Cestnik, J Cheng, K De Jong, ...	614	1991
Machine learning and data mining; methods and applications RS Michalski, I Bratko, A Bratko John Wiley & Sons, Inc., 1998	608	1998
DEX: An expert system shell for decision support M Bohanec, V Rajkovič Sistemica 1 (1), 145-157, 1990	358*	1990
Information-based evaluation criterion for classifier's performance I Kononenko, I Bratko Machine learning 6 (1), 67-80, 1991	296	1991
Learning decision rules in noisy domains T Niblett, I Bratko Proceedings of Expert Systems' 86, the 6th Annual Technical Conference on …, 1987	279	1987
Experiments in automatic learning of medical diagnostic rules I Kononenko Technical report, Jozef Stefan Institute, 1984	269	1984
KARDIO: a study in deep and qualitative knowledge for expert systems I Bratko, I Mozetič, N Lavrač Mit Press, 1990	240	1990
Trading accuracy for simplicity in decision trees M Bohanec, I Bratko Machine Learning 15 (3), 223-250, 1994	227	1994
On estimating probabilities in tree pruning B Cestnik, I Bratko European Working Session on Learning, 138-150, 1991	227	1991
Applications of inductive logic programming I Bratko, S Muggleton Communications of the ACM 38 (11), 65-70, 1995	208	1995
Analyzing attribute dependencies A Jakulin, I Bratko European conference on principles of data mining and knowledge discovery …, 2003	193	2003
Microarray data mining with visual programming T Curk, J Demsar, Q Xu, G Leban, U Petrovic, I Bratko, G Shaulsky, ... Bioinformatics 21 (3), 396-398, 2005	181	2005
First order regression A Karalič, I Bratko Machine learning 26 (2), 147-176, 1997	176	1997
Testing the significance of attribute interactions A Jakulin, I Bratko Proceedings of the twenty-first international conference on Machine learning, 52, 2004	156	2004
Argument based machine learning M Možina, J Žabkar, I Bratko Artificial Intelligence 171 (10-15), 922-937, 2007	153	2007
Handling noise in inductive logic programming S Dzeroski, I Bratko Proceedings of the International Workshop on Inductive Logic Programming 91, 1992	146	1992
ILP turns 20 S Muggleton, L De Raedt, D Poole, I Bratko, P Flach, K Inoue, ... Machine learning 86 (1), 3-23, 2012	137	2012
Learning qualitative models of dynamic systems I Bratko, S Muggleton, A Varšek Machine Learning Proceedings 1991, 385-388, 1991	120	1991

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