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Marko Robnik-Šikonja
Marko Robnik-Šikonja
Professor of Computer Science, University of Ljubljana, Head of Cognitive Modeling Lab
Verified email at fri.uni-lj.si - Homepage
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
35972003
Overcoming the myopia of inductive learning algorithms with RELIEFF
I Kononenko, E Šimec, M Robnik-Šikonja
Applied Intelligence 7, 39-55, 1997
9571997
An adaptation of Relief for attribute estimation in regression
M Robnik-Šikonja, I Kononenko
Machine learning: Proceedings of the fourteenth international conference …, 1997
7611997
Explaining classifications for individual instances
M Robnik-Šikonja, I Kononenko
IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008
3612008
Improving random forests
M Robnik-Šikonja
European conference on machine learning, 359-370, 2004
3422004
Perturbation-based explanations of prediction models
M Robnik-Šikonja, M Bohanec
Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018
1882018
Explaining machine learning models in sales predictions
M Bohanec, MK Borštnar, M Robnik-Šikonja
Expert Systems with Applications 71, 416-428, 2017
1792017
Supervised and unsupervised neural approaches to text readability
M Martinc, S Pollak, M Robnik-Šikonja
Computational Linguistics 47 (1), 141-179, 2021
1422021
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
1412009
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
792017
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
712013
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
672010
Inteligentni sistemi
I Kononenko, M Robnik-Šikonja
Založba FE in FRI, 2010
672010
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
602017
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
572001
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
552015
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
532022
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
412020
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
402021
Pruning regression trees with MDL
M Robnik-Šikonja, I Kononenko
Proceedings of the 13th European Conference on Artificial Intelligence, John …, 1998
381998
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