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 BorstnarAssoc. Prof. of Information Systems, University of Maribor, Faculty of Organizational SciencesVerified email at um.si
Anita ValmarskaJožef Stefan Institute, LjubljanaVerified email at ijs.si
Simon KrekResearcher at Jožef Stefan InstituteVerified email at ijs.si
Blaž ŠkrljJozef Stefan InstituteVerified email at ijs.si
Špela Arhar HoldtResearcher at University of Ljubljana, SloveniaVerified email at cjvt.si
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
Kristian MiokWest University of TimișoaraVerified email at e-uvt.ro
Kaja DobrovoljcResearcher at Jozef Stefan InstituteVerified email at ijs.si
TADEJ ŠKVORCVerified email at student.uni-lj.si
Jaka ČibejResearcher and Teaching Assistant, University of LjubljanaVerified email at ff.uni-lj.si
Frane Erčuljprofessor, sport sciencesVerified email at fsp.uni-lj.si
Polona GantarResearcher, Faculty of Arts, Ljubljana, SloveniaVerified email at guest.arnes.si
Daniela ZaharieWest University of TimisoaraVerified email at e-uvt.ro
Matej MartincResearcher, Jozef Stefan InstituteVerified email at ijs.si
Carlos S. ArmendarizQueen Mary UniversityVerified email at qmul.ac.uk

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


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 (1), 23-69, 2003	3023	2003
Overcoming the myopia of inductive learning algorithms with RELIEFF I Kononenko, E Šimec, M Robnik-Šikonja Applied Intelligence 7 (1), 39-55, 1997	806	1997
An adaptation of Relief for attribute estimation in regression M Robnik-Šikonja, I Kononenko Machine learning: Proceedings of the fourteenth international conference …, 1997	661	1997
Improving random forests M Robnik-Šikonja European conference on machine learning, 359-370, 2004	308	2004
Explaining classifications for individual instances M Robnik-Šikonja, I Kononenko IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008	288	2008
Explaining machine learning models in sales predictions M Bohanec, MK Borštnar, M Robnik-Šikonja Expert Systems with Applications 71, 416-428, 2017	116	2017
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	104	2009
Perturbation-based explanations of prediction models M Robnik-Šikonja, M Bohanec Human and machine learning, 159-175, 2018	95	2018
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	72	2017
Inteligentni sistemi I Kononenko, M Robnik-Šikonja Založba FE in FRI, 2010	63	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, 183, 2013	56	2013
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	56	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 (5), 542-550, 2001	56	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	47	2015
Supervised and unsupervised neural approaches to text readability M Martinc, S Pollak, M Robnik-Šikonja Computational Linguistics 47 (1), 141-179, 2021	45	2021
Finest bert and crosloengual bert M Ulčar, M Robnik-Šikonja International Conference on Text, Speech, and Dialogue, 104-111, 2020	45	2020
Decision-making framework with double-loop learning through interpretable black-box machine learning models M Bohanec, M Robnik-Šikonja, MK Borštnar Industrial Management & Data Systems, 2017	45	2017
Pruning regression trees with MDL M Robnik-Šikonja, I Kononenko Proceedings of the 13th European Conference on Artificial Intelligence, John …, 1998	38	1998
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	32	2003
Comprehensible interpretation of relief’s estimates M Robnik-Šikonja, I Kononenko Proceedings of the eighteenth international conference on machine learning …, 2001	29	2001

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