Ljupco Todorovski

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Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Nada LavracJozef Stefan InstituteVerified email at ijs.si
Pat LangleyDirector, ISLE; Research Scientist, Stanford UniversityVerified email at stanford.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Nataša AtanasovaVerified email at fgg.uni-lj.si
Branko KavšekAssistant Professor of Computer Science, University of Primorska, Researcher, Josef Stefan InstituteVerified email at upr.si
Will BridewellU.S. Naval Research LaboratoryVerified email at nrl.navy.mil
Nikola SimidjievskiUniversity of Cambridge, United KingdomVerified email at cam.ac.uk
Janja VaupoticInstitut Jožef StefanVerified email at ijs.si
Jovan TanevskiHeidelberg University Hospital, Heidelberg, GermanyVerified email at uni-heidelberg.de
Hendrik BlockeelDepartment of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Bernard ŽenkoJožef Stefan InstituteVerified email at ijs.si
Dimitar HristovskiUniversity of Ljubljana, Faculty of Public AdministrationVerified email at fu.uni-lj.si
Katerina TaskovaSchool of Computer Science, The University of AucklandVerified email at auckland.ac.nz
mirko vintarProfessor of e-GovernmentVerified email at fu.uni-lj.si
Krištof OštirUniversity of Ljubljana, Faculty of Civil and Geodetic EngineeringVerified email at fgg.uni-lj.si
Peter KorošecProfessor of Computer Science at Jožef Stefan Institute, SloveniaVerified email at ijs.si
Marijan ŽuraAssociate Professor, University of Ljubljana, Faculty of Civil and Geodetic EngineeringVerified email at fgg.uni-lj.si
Anamarija LebenFakulteta za upravoVerified email at fu.uni-lj.si
Jeff ShragerAdjunct Professor of Symbolic Systems, Stanford UniversityVerified email at stanford.edu

Ljupco Todorovski

Full Professor, University of Ljubljana, Faculty of Mathematics and Physics

Verified email at fmf.uni-lj.si - Homepage

Computer Science Artificial Intelligence Machine Learning Computational Scientific Discovery


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Subgroup discovery with CN2-SD N Lavrac, B Kavsek, P Flach, L Todorovski J. Mach. Learn. Res. 5 (2), 153-188, 2004	601*	2004
Combining classifiers with meta decision trees L Todorovski, S Džeroski Machine learning 50, 223-249, 2003	293	2003
Repetitive interpolation: A robust algorithm for DTM generation from Aerial Laser Scanner Data in forested terrain A Kobler, N Pfeifer, P Ogrinc, L Todorovski, K Oštir, S Džeroski Remote sensing of environment 108 (1), 9-23, 2007	279	2007
Discovering dynamics: from inductive logic programming to machine discovery S Dzeroski, L Todorovski Journal of Intelligent Information Systems 4, 89-108, 1995	223*	1995
Declarative bias in equation discovery S Dzeroski, L Todorovski Proceedings of the 14th International Conference on Machine Learning 951 …, 1997	190*	1997
Reinforcement learning approach for train rescheduling on a single-track railway D Šemrov, R Marsetič, M Žura, L Todorovski, A Srdic Transportation Research Part B: Methodological 86, 250-267, 2016	172	2016
Application of decision trees to the analysis of soil radon data for earthquake prediction B Zmazek, L Todorovski, S Džeroski, J Vaupotič, I Kobal Applied radiation and isotopes 58 (6), 697-706, 2003	139	2003
Computational discovery of scientific knowledge S Džeroski, P Langley, L Todorovski Computational discovery of scientific knowledge: Introduction, techniques …, 2007	135*	2007
Long-term sequelae in children treated for brain tumors: impairments, disability, and handicap M Macedoni-Lukšič, B Jereb, L Todorovski Pediatric Hematology and Oncology 20 (2), 89-101, 2003	128	2003
Combining multiple models with meta decision trees L Todorovski, S Džeroski European conference on principles of data mining and knowledge discovery, 54-64, 2000	122	2000
Inductive process modeling W Bridewell, P Langley, L Todorovski, S Džeroski Machine learning 71, 1-32, 2008	113	2008
Comprehensive comparative study of multi-label classification methods J Bogatinovski, L Todorovski, S Džeroski, D Kocev Expert Systems with Applications 203, 117215, 2022	108	2022
Predictive performance of weighted relative accuracy L Todorovski, P Flach, N Lavrač Principles of Data Mining and Knowledge Discovery: 4th European Conference …, 2000	100	2000
A comparison of stacking with meta decision trees to bagging, boosting, and stacking with other methods B Zenko, L Todorovski, S Dzeroski Proceedings 2001 IEEE international conference on data mining, 669-670, 2001	94	2001
Integrating knowledge-driven and data-driven approaches to modeling L Todorovski, S Džeroski ecological modelling 194 (1-3), 3-13, 2006	92	2006
Ranking with predictive clustering trees L Todorovski, H Blockeel, S Dzeroski Machine Learning: ECML 2002: 13th European Conference on Machine Learning …, 2002	89	2002
Radon in soil gas: How to identify anomalies caused by earthquakes B Zmazek, M Živčić, L Todorovski, S Džeroski, J Vaupotič, I Kobal Applied geochemistry 20 (6), 1106-1119, 2005	85	2005
Inducing process models from continuous data P Langley, J Sánchez, L Todorovski, S Dzeroski Proceedings of the nineteenth international conference on machine learning …, 2002	72	2002
Experiments in meta-level learning with ILP L Todorovski, S Džeroski European Conference on Principles of Data Mining and Knowledge Discovery, 98-106, 1999	63	1999
Constructing a library of domain knowledge for automated modelling of aquatic ecosystems N Atanasova, L Todorovski, S Džeroski, B Kompare ecological modelling 194 (1-3), 14-36, 2006	62	2006

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