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Marko Robnik-Šikonja
Marko Robnik-Šikonja
Professor od Computer Science and Informatics, University of Ljubljana
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 (1), 23-69, 2003
30232003
Overcoming the myopia of inductive learning algorithms with RELIEFF
I Kononenko, E Šimec, M Robnik-Šikonja
Applied Intelligence 7 (1), 39-55, 1997
8061997
An adaptation of Relief for attribute estimation in regression
M Robnik-Šikonja, I Kononenko
Machine learning: Proceedings of the fourteenth international conference …, 1997
6611997
Improving random forests
M Robnik-Šikonja
European conference on machine learning, 359-370, 2004
3082004
Explaining classifications for individual instances
M Robnik-Šikonja, I Kononenko
IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008
2882008
Explaining machine learning models in sales predictions
M Bohanec, MK Borštnar, M Robnik-Šikonja
Expert Systems with Applications 71, 416-428, 2017
1162017
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
1042009
Perturbation-based explanations of prediction models
M Robnik-Šikonja, M Bohanec
Human and machine learning, 159-175, 2018
952018
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
722017
Inteligentni sistemi
I Kononenko, M Robnik-Šikonja
Založba FE in FRI, 2010
632010
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
562013
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
562010
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
562001
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
472015
Supervised and unsupervised neural approaches to text readability
M Martinc, S Pollak, M Robnik-Šikonja
Computational Linguistics 47 (1), 141-179, 2021
452021
Finest bert and crosloengual bert
M Ulčar, M Robnik-Šikonja
International Conference on Text, Speech, and Dialogue, 104-111, 2020
452020
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
452017
Pruning regression trees with MDL
M Robnik-Šikonja, I Kononenko
Proceedings of the 13th European Conference on Artificial Intelligence, John …, 1998
381998
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
322003
Comprehensible interpretation of relief’s estimates
M Robnik-Šikonja, I Kononenko
Proceedings of the eighteenth international conference on machine learning …, 2001
292001
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