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Marko Robnik-Šikonja
Marko Robnik-Šikonja
Professor of Computer Science, University of Ljubljana, Head of ML & LT Lab
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Theoretical and empirical analysis of ReliefF and RReliefF
M Robnik-Šikonja, I Kononenko
Machine learning 53, 23-69, 2003
38602003
Overcoming the myopia of inductive learning algorithms with RELIEFF
I Kononenko, E Šimec, M Robnik-Šikonja
Applied Intelligence 7, 39-55, 1997
10431997
An adaptation of Relief for attribute estimation in regression
M Robnik-Šikonja, I Kononenko
Machine learning: Proceedings of the fourteenth international conference …, 1997
8061997
Explaining classifications for individual instances
M Robnik-Šikonja, I Kononenko
IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008
4152008
Improving random forests
M Robnik-Šikonja
European conference on machine learning, 359-370, 2004
3712004
Perturbation-based explanations of prediction models
M Robnik-Šikonja, M Bohanec
Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018
2332018
Explaining machine learning models in sales predictions
M Bohanec, MK Borštnar, M Robnik-Šikonja
Expert Systems with Applications 71, 416-428, 2017
2212017
Supervised and unsupervised neural approaches to text readability
M Martinc, S Pollak, M Robnik-Šikonja
Computational Linguistics 47 (1), 141-179, 2021
1912021
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
1662009
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
982021
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
852022
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
832013
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
812017
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
782017
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
762010
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
602001
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
582015
Inteligentni sistemi
I Kononenko, M Robnik-Šikonja
Založba FE in FRI, 2010
572010
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
502021
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
482022
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Artikler 1–20