Theoretical and empirical analysis of ReliefF and RReliefF M Robnik-Šikonja, I Kononenko Machine learning 53, 23-69, 2003 | 3685 | 2003 |
Overcoming the myopia of inductive learning algorithms with RELIEFF I Kononenko, E Šimec, M Robnik-Šikonja Applied Intelligence 7, 39-55, 1997 | 982 | 1997 |
An adaptation of Relief for attribute estimation in regression M Robnik-Šikonja, I Kononenko Machine learning: Proceedings of the fourteenth international conference …, 1997 | 779 | 1997 |
Explaining classifications for individual instances M Robnik-Šikonja, I Kononenko IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008 | 382 | 2008 |
Improving random forests M Robnik-Šikonja European conference on machine learning, 359-370, 2004 | 351 | 2004 |
Perturbation-based explanations of prediction models M Robnik-Šikonja, M Bohanec Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018 | 200 | 2018 |
Explaining machine learning models in sales predictions M Bohanec, MK Borštnar, M Robnik-Šikonja Expert Systems with Applications 71, 416-428, 2017 | 195 | 2017 |
Supervised and unsupervised neural approaches to text readability M Martinc, S Pollak, M Robnik-Šikonja Computational Linguistics 47 (1), 141-179, 2021 | 162 | 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 | 146 | 2009 |
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 | 81 | 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 (2013), 183-189, 2013 | 79 | 2013 |
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 | 69 | 2022 |
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 | 69 | 2010 |
Inteligentni sistemi I Kononenko, M Robnik-Šikonja Založba FE in FRI, 2010 | 66 | 2010 |
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 | 65 | 2017 |
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 | 60 | 2021 |
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 | 59 | 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 | 57 | 2015 |
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 | 43 | 2022 |
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 | 42 | 2020 |