Marko Robnik-Šikonja

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Igor KononenkoProfessor of Computer Science, University of LjubljanaDirección de correo verificada de fri.uni-lj.si
Senja Pollakresearcher, Jožef Stefan Institute, Coordinator of EMBEDDIA (H2020)Dirección de correo verificada de ijs.si
Nada LavracJozef Stefan InstituteDirección de correo verificada de ijs.si
Erik StrumbeljUniversity of LjubljanaDirección de correo verificada de fri.uni-lj.si
Mirjana Kljajic BorstnarFull professor, University of Maribor, Faculty of Organizational SciencesDirección de correo verificada de um.si
Blaž ŠkrljJožef Stefan InstituteDirección de correo verificada de ijs.si
Simon KrekResearcher at Jožef Stefan InstituteDirección de correo verificada de ijs.si
Aleš ŽagarResearcher, The Faculty of Computer and Information Science, University of LjubljanaDirección de correo verificada de fri.uni-lj.si
Špela Arhar HoldtResearch Associate at University of Ljubljana, SloveniaDirección de correo verificada de cjvt.si
Anita ValmarskaJožef Stefan Institute, LjubljanaDirección de correo verificada de ijs.si
Kristian MiokWest University of TimișoaraDirección de correo verificada de e-uvt.ro
Vid Podpečanresearch associate, Dept. of Knowledge Technologies, Jožef Stefan InstituteDirección de correo verificada de ijs.si
Jaka ČibejResearcher, University of LjubljanaDirección de correo verificada de ff.uni-lj.si
Matej KlemenFaculty of Computer and Information Science, University of LjubljanaDirección de correo verificada de fri.uni-lj.si
Matjaž KukarFaculty of Computer and Information Science, University of Ljubljana, SloveniaDirección de correo verificada de fri.uni-lj.si
Zoran BosnićUniversity of Ljubljana, Faculty of Computer and Information ScienceDirección de correo verificada de fri.uni-lj.si
Polona GantarResearcher, Faculty of Arts, Ljubljana, SloveniaDirección de correo verificada de guest.arnes.si
Matej MartincResearcher, Jozef Stefan InstituteDirección de correo verificada de ijs.si
Daniela ZaharieWest University of TimisoaraDirección de correo verificada de e-uvt.ro
Kaja DobrovoljcResearch Associate, University of Ljubljana & Jozef Stefan InstituteDirección de correo verificada de ijs.si

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Marko Robnik-Šikonja

Professor of Computer Science, University of Ljubljana, Head of ML & LT Lab

Dirección de correo verificada de fri.uni-lj.si - Página principal

Machine Learning Artificial Intelligence Natural Language Processing Explainable AI


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Theoretical and empirical analysis of ReliefF and RReliefF M Robnik-Šikonja, I Kononenko Machine learning 53, 23-69, 2003	3854	2003
Overcoming the myopia of inductive learning algorithms with RELIEFF I Kononenko, E Šimec, M Robnik-Šikonja Applied Intelligence 7, 39-55, 1997	1036	1997
An adaptation of Relief for attribute estimation in regression M Robnik-Šikonja, I Kononenko Machine learning: Proceedings of the fourteenth international conference …, 1997	807	1997
Explaining classifications for individual instances M Robnik-Šikonja, I Kononenko IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008	415	2008
Improving random forests M Robnik-Šikonja European conference on machine learning, 359-370, 2004	372	2004
Perturbation-based explanations of prediction models M Robnik-Šikonja, M Bohanec Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018	234	2018
Explaining machine learning models in sales predictions M Bohanec, MK Borštnar, M Robnik-Šikonja Expert Systems with Applications 71, 416-428, 2017	229	2017
Supervised and unsupervised neural approaches to text readability M Martinc, S Pollak, M Robnik-Šikonja Computational Linguistics 47 (1), 141-179, 2021	190	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	167	2009
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	101	2021
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	85	2022
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	84	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	84	2013
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	80	2017
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	75	2010
Inteligentni sistemi I Kononenko, M Robnik-Šikonja Založba FE in FRI, 2010	68	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	61	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	59	2015
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	51	2021
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	49	2020

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