Explaining prediction models and individual predictions with feature contributions E Štrumbelj, I Kononenko Knowledge and information systems 41, 647-665, 2014 | 2032 | 2014 |
An efficient explanation of individual classifications using game theory E Strumbelj, I Kononenko The Journal of Machine Learning Research 11, 1-18, 2010 | 889 | 2010 |
Basketball shot types and shot success in different levels of competitive basketball F Erčulj, E Štrumbelj PloS one 10 (6), e0128885, 2015 | 175 | 2015 |
Explaining instance classifications with interactions of subsets of feature values E Štrumbelj, I Kononenko, MR Šikonja Data & Knowledge Engineering 68 (10), 886-904, 2009 | 162 | 2009 |
Simulating a basketball match with a homogeneous Markov model and forecasting the outcome E Štrumbelj, P Vračar International Journal of Forecasting 28 (2), 532-542, 2012 | 120 | 2012 |
On determining probability forecasts from betting odds E Štrumbelj International journal of forecasting 30 (4), 934-943, 2014 | 112 | 2014 |
Trends in NBA and Euroleague basketball: Analysis and comparison of statistical data from 2000 to 2017 R Mandić, S Jakovljević, F Erčulj, E Štrumbelj PloS one 14 (10), e0223524, 2019 | 81 | 2019 |
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 | 81 | 2013 |
A general method for visualizing and explaining black-box regression models E Štrumbelj, I Kononenko Adaptive and Natural Computing Algorithms: 10th International Conference …, 2011 | 78 | 2011 |
Modeling basketball play-by-play data P Vračar, E Štrumbelj, I Kononenko Expert Systems with Applications 44, 58-66, 2016 | 73 | 2016 |
Online bookmakers’ odds as forecasts: The case of European soccer leagues E Štrumbelj, MR Šikonja International Journal of Forecasting 26 (3), 482-488, 2010 | 72 | 2010 |
Explanation and reliability of prediction models: the case of breast cancer recurrence E Štrumbelj, Z Bosnić, I Kononenko, B Zakotnik, CG Kuhar Knowledge and information systems 24 (2), 305-324, 2010 | 60 | 2010 |
Low prevalence of active COVID-19 in Slovenia: a nationwide population study of a probability-based sample PM Vodičar, AO Valenčak, B Zupan, TA Županc, S Kurdija, M Korva, ... Clinical Microbiology and Infection 26 (11), 1514-1519, 2020 | 44 | 2020 |
Analysis of experts’ quantitative assessment of adolescent basketball players and the role of anthropometric and physiological attributes E Štrumbelj, F Erčulj Journal of human kinetics 42, 267, 2014 | 41 | 2014 |
A comment on the bias of probabilities derived from betting odds and their use in measuring outcome uncertainty E Štrumbelj Journal of sports economics 17 (1), 12-26, 2016 | 40 | 2016 |
Clustering-based typology and analysis of private small-scale forest owners in Slovenia P Kumer, E Štrumbelj Forest Policy and Economics 80, 116-124, 2017 | 35 | 2017 |
A Bayesian approach to forecasting daily air-pollutant levels J Faganeli Pucer, G Pirš, E Štrumbelj Knowledge and Information Systems 57 (3), 635-654, 2018 | 25 | 2018 |
Towards a model independent method for explaining classification for individual instances E Štrumbelj, I Kononenko Data Warehousing and Knowledge Discovery: 10th International Conference …, 2008 | 25 | 2008 |
Impact of changes in climate on air pollution in Slovenia between 2002 and 2017 JF Pucer, E Štrumbelj Environmental pollution 242, 398-406, 2018 | 23 | 2018 |
Predicting the outcome of head-up tilt test using heart rate variability and baroreflex sensitivity parameters in patients with vasovagal syncope M Klemenc, E Štrumbelj Clinical Autonomic Research 25, 391-398, 2015 | 23 | 2015 |