Marko Robnik-Šikonja

Cited by

	All	Since 2016
Citations	5338	3002
h-index	20	17
i10-index	36	25

720

360

180

540

1999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202125 15 26 13 45 46 56 60 89 137 178 167 190 248 257 304 384 466 487 636 676 704 26

Co-authors

Igor KononenkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Nada LavracJozef Stefan InstituteVerified email at ijs.si
Erik StrumbeljUniversity of LjubljanaVerified email at fri.uni-lj.si
Marko BohanecJožef Stefan Institute, Ljubljana, SloveniaVerified email at ijs.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
Senja Pollakresearcher, Jožef Stefan Institute, Coordinator of EMBEDDIA (H2020)Verified 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
Kaja DobrovoljcResearcher at Jozef Stefan InstituteVerified email at ijs.si
Frane Erčuljprofessor, sport sciencesVerified email at fsp.uni-lj.si
Blaž ŠkrljJozef Stefan InstituteVerified email at ijs.si
TADEJ ŠKVORCVerified email at student.uni-lj.si
Koen VANHOOFVerified email at uhasselt.be
Zoran BosnicUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
Polona GantarResearcher, Faculty of Arts, Ljubljana, SloveniaVerified email at guest.arnes.si
Nguyen Doan DongVietnam National University of AgricultureVerified email at vnua.edu.vn
Kristian MiokWest University of TimișoaraVerified email at e-uvt.ro
Janez KranjcJožef 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


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	2550	2003
Overcoming the myopia of inductive learning algorithms with RELIEFF I Kononenko, E Šimec, M Robnik-Šikonja Applied Intelligence 7 (1), 39-55, 1997	668	1997
An adaptation of Relief for attribute estimation in regression M Robnik-Šikonja, I Kononenko Machine Learning: Proceedings of the Fourteenth International Conference …, 1997	569	1997
Improving random forests M Robnik-Šikonja European conference on machine learning, 359-370, 2004	289	2004
Explaining classifications for individual instances M Robnik-Šikonja, I Kononenko IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008	214	2008
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	81	2009
Explaining machine learning models in sales predictions M Bohanec, MK Borštnar, M Robnik-Šikonja Expert Systems with Applications 71, 416-428, 2017	67	2017
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	64	2017
Inteligentni sistemi I Kononenko, M Robnik-Šikonja Založba FE in FRI, 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 (5), 542-550, 2001	51	2001
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	46	2010
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	37	2015
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	35	2013
Pruning regression trees with MDL M Robnik-Šikonja, I Kononenko Proceedings of the 13th European Conference on Artificial Intelligence, John …, 1998	35	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
Perturbation-based explanations of prediction models M Robnik-Šikonja, M Bohanec Human and machine learning, 159-175, 2018	30	2018
Comprehensible interpretation of relief’s estimates M Robnik-Šikonja, I Kononenko Machine Learning: Proceedings of the Eighteenth International Conference on …, 2001	24	2001
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	23	2017
Non-myopic feature quality evaluation with (R) ReliefF I Kononenko, M Robnik-Šikonja Computational methods of feature selection, 169-191, 2008	23	2008
Evaluation of ordinal attributes at value level M Robnik-Šikonja, K Vanhoof Data mining and knowledge discovery 14 (2), 225-243, 2007	21	2007

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors