Marko Robnik-Šikonja

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Igor KononenkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Senja Pollakresearcher, Jožef Stefan Institute, Coordinator of EMBEDDIA (H2020)Verified email at ijs.si
Nada LavracJozef Stefan InstituteVerified 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
Blaž ŠkrljJožef Stefan Institute, OutbrainVerified email at ijs.si
Simon KrekResearcher at Jožef Stefan InstituteVerified email at ijs.si
Anita ValmarskaJožef Stefan Institute, LjubljanaVerified email at ijs.si
Aleš ŽagarResearcher, The Faculty of Computer and Information Science, University of LjubljanaVerified email at fri.uni-lj.si
Špela Arhar HoldtResearch Associate at University of Ljubljana, SloveniaVerified email at cjvt.si
Vid Podpečanresearch associate, Dept. of Knowledge Technologies, Jožef Stefan InstituteVerified email at ijs.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 BosnićUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
Jaka ČibejResearcher and Teaching Assistant, University of LjubljanaVerified email at ff.uni-lj.si
Polona GantarResearcher, Faculty of Arts, Ljubljana, SloveniaVerified email at guest.arnes.si
Matej KlemenFaculty of Computer and Information Science, University of LjubljanaVerified email at fri.uni-lj.si
TADEJ ŠKVORCVerified email at student.uni-lj.si
Matej MartincResearcher, Jozef Stefan InstituteVerified email at ijs.si
Daniela ZaharieWest University of TimisoaraVerified email at e-uvt.ro

Marko Robnik-Šikonja

Professor of Computer Science, University of Ljubljana, Head of Cognitive Modeling Lab

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

Machine Learning Artificial Intelligence Natural Language Processing Network Analytics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Theoretical and empirical analysis of ReliefF and RReliefF M Robnik-Šikonja, I Kononenko Machine learning 53, 23-69, 2003	3764	2003
Overcoming the myopia of inductive learning algorithms with RELIEFF I Kononenko, E Šimec, M Robnik-Šikonja Applied Intelligence 7, 39-55, 1997	1005	1997
An adaptation of Relief for attribute estimation in regression M Robnik-Šikonja, I Kononenko Machine learning: Proceedings of the fourteenth international conference …, 1997	790	1997
Explaining classifications for individual instances M Robnik-Šikonja, I Kononenko IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008	398	2008
Improving random forests M Robnik-Šikonja European conference on machine learning, 359-370, 2004	362	2004
Perturbation-based explanations of prediction models M Robnik-Šikonja, M Bohanec Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018	218	2018
Explaining machine learning models in sales predictions M Bohanec, MK Borštnar, M Robnik-Šikonja Expert Systems with Applications 71, 416-428, 2017	207	2017
Supervised and unsupervised neural approaches to text readability M Martinc, S Pollak, M Robnik-Šikonja Computational Linguistics 47 (1), 141-179, 2021	166	2021
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	153	2009
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	81	2017
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, 183, 2013	80	2013
Knowledge graph informed fake news classification via heterogeneous representation ensembles B Koloski, TS Perdih, M Robnik-Šikonja, S Pollak, B Škrlj Neurocomputing 496, 208-226, 2022	74	2022
BERT meets shapley: Extending SHAP explanations to transformer-based classifiers E Kokalj, B Škrlj, N Lavrač, S Pollak, M Robnik-Šikonja Proceedings of the EACL hackashop on news media content analysis and …, 2021	73	2021
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	70	2010
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	69	2017
Inteligentni sistemi I Kononenko, M Robnik-Šikonja Založba FE in FRI, 2010	67	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	60	2001
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	58	2015
To ban or not to ban: Bayesian attention networks for reliable hate speech detection K Miok, B Škrlj, D Zaharie, M Robnik-Šikonja Cognitive Computation 14 (1), 353-371, 2022	45	2022
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy T Smole, B Žunkovič, M Pičulin, E Kokalj, M Robnik-Šikonja, M Kukar, ... Computers in biology and medicine 135, 104648, 2021	44	2021

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