Marko Robnik-Šikonja

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Igor KononenkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Nada LavracJozef Stefan InstituteVerified email at ijs.si
Senja Pollakresearcher, Jožef Stefan Institute, Coordinator of EMBEDDIA (H2020)Verified email at ijs.si
Erik StrumbeljUniversity of LjubljanaVerified email at fri.uni-lj.si
Mirjana Kljajic BorstnarFull Prof. of Information Systems, University of Maribor, Faculty of Organizational SciencesVerified email at um.si
Simon KrekResearcher at Jožef Stefan InstituteVerified email at ijs.si
Anita ValmarskaJožef Stefan Institute, LjubljanaVerified email at ijs.si
Blaž ŠkrljJozef Stefan Institute, OutbrainVerified email at ijs.si
Vid Podpečanresearch associate, Dept. of Knowledge Technologies, Jožef Stefan InstituteVerified email at ijs.si
Špela Arhar HoldtResearch Associate at University of Ljubljana, SloveniaVerified email at cjvt.si
Aleš ŽagarResearcher, The Faculty of Computer and Information Science, University of LjubljanaVerified email at fri.uni-lj.si
Kristian MiokWest University of TimișoaraVerified email at e-uvt.ro
Matjaž KukarFaculty of Computer and Information Science, University of Ljubljana, SloveniaVerified email at fri.uni-lj.si
Zoran BosnicUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
Daniela ZaharieWest University of TimisoaraVerified email at e-uvt.ro
Polona GantarResearcher, Faculty of Arts, Ljubljana, SloveniaVerified email at guest.arnes.si
TADEJ ŠKVORCVerified email at student.uni-lj.si
Jaka ČibejResearcher and Teaching Assistant, University of LjubljanaVerified email at ff.uni-lj.si
Kaja DobrovoljcResearch Associate, University of Ljubljana, Jozef Stefan InstituteVerified email at ijs.si
Matej MartincResearcher, Jozef Stefan InstituteVerified email at ijs.si

Marko Robnik-Šikonja

Professor od Computer Science and Informatics, University of Ljubljana

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

Data Mining Machine Learning Artificial Intelligence Natural Language Processing Network Analysis


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Theoretical and empirical analysis of ReliefF and RReliefF M Robnik-Šikonja, I Kononenko Machine learning 53, 23-69, 2003	3351	2003
Overcoming the myopia of inductive learning algorithms with RELIEFF I Kononenko, E Šimec, M Robnik-Šikonja Applied Intelligence 7, 39-55, 1997	890	1997
An adaptation of Relief for attribute estimation in regression M Robnik-Šikonja, I Kononenko Machine learning: Proceedings of the fourteenth international conference …, 1997	706	1997
Improving random forests M Robnik-Šikonja Machine Learning: ECML 2004: 15th European Conference on Machine Learning …, 2004	335	2004
Explaining classifications for individual instances M Robnik-Šikonja, I Kononenko IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008	334	2008
Explaining machine learning models in sales predictions M Bohanec, MK Borštnar, M Robnik-Šikonja Expert Systems with Applications 71, 416-428, 2017	154	2017
Perturbation-based explanations of prediction models M Robnik-Šikonja, M Bohanec Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018	139	2018
Explaining instance classifications with interactions of subsets of feature values E Štrumbelj, I Kononenko, M Robnik-Šikonja Data & Knowledge Engineering 68 (10), 886-904, 2009	127	2009
Supervised and unsupervised neural approaches to text readability M Martinc, S Pollak, M Robnik-Šikonja Computational Linguistics 47 (1), 141-179, 2021	103	2021
ClowdFlows: Online workflows for distributed big data mining J Kranjc, R Orač, V Podpečan, N Lavrač, M Robnik-Šikonja Future Generation Computer Systems 68, 38-58, 2017	76	2017
Inteligentni sistemi I Kononenko, M Robnik-Šikonja Založba FE in FRI, 2010	64	2010
A decade of euroleague basketball: An analysis of trends and recent rule change effects E Štrumbelj, P Vračar, M Robnik-Šikonja, B Dežman, F Erčulj Journal of human kinetics 38 (2013), 183-189, 2013	63	2013
FinEst BERT and CroSloEngual BERT: less is more in multilingual models M Ulčar, M Robnik-Šikonja Text, Speech, and Dialogue: 23rd International Conference, TSD 2020, Brno …, 2020	61	2020
Online bookmakers’ odds as forecasts: The case of European soccer leagues E Štrumbelj, M Robnik-Šikonja International Journal of Forecasting 26 (3), 482-488, 2010	60	2010
Prognostic factors in the prediction of chronic wound healing by electrical stimulation D Cukjati, M Robnik-Šikonja, S Reberšek, I Kononenko, D Miklavčič Medical and Biological Engineering and Computing 39, 542-550, 2001	58	2001
Decision-making framework with double-loop learning through interpretable black-box machine learning models M Bohanec, M Robnik-Šikonja, M Kljajić Borštnar Industrial Management & Data Systems 117 (7), 1389-1406, 2017	52	2017
Data generators for learning systems based on RBF networks M Robnik-Šikonja IEEE transactions on neural networks and learning systems 27 (5), 926-938, 2015	52	2015
Comprehensible evaluation of prognostic factors and prediction of wound healing M Robnik-Šikonja, D Cukjati, I Kononenko Artificial intelligence in medicine 29 (1-2), 25-38, 2003	38	2003
Pruning regression trees with MDL M Robnik-Šikonja, I Kononenko Proceedings of the 13th European Conference on Artificial Intelligence, John …, 1998	38	1998
Non-myopic feature quality evaluation with (R) ReliefF I Kononenko, M Robnik-Šikonja Computational methods of feature selection, 169-191, 2008	35	2008

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