Explaining prediction models and individual predictions with feature contributions E Štrumbelj, I Kononenko Knowledge and information systems 41 (3), 647-665, 2014 | 348 | 2014 |
An efficient explanation of individual classifications using game theory E Strumbelj, I Kononenko The Journal of Machine Learning Research 11, 1-18, 2010 | 258 | 2010 |
Explaining instance classifications with interactions of subsets of feature values E Štrumbelj, I Kononenko, MR Šikonja Data & Knowledge Engineering 68 (10), 886-904, 2009 | 82 | 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 | 77 | 2012 |
Basketball shot types and shot success in different levels of competitive basketball F Erčulj, E Štrumbelj PloS one 10 (6), e0128885, 2015 | 74 | 2015 |
On determining probability forecasts from betting odds E Štrumbelj International journal of forecasting 30 (4), 934-943, 2014 | 67 | 2014 |
Online bookmakers’ odds as forecasts: The case of European soccer leagues E Štrumbelj, MR Šikonja International Journal of Forecasting 26 (3), 482-488, 2010 | 47 | 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 | 43 | 2010 |
Modeling basketball play-by-play data P Vračar, E Štrumbelj, I Kononenko Expert Systems with Applications 44, 58-66, 2016 | 40 | 2016 |
A general method for visualizing and explaining black-box regression models E Štrumbelj, I Kononenko International Conference on Adaptive and Natural Computing Algorithms, 21-30, 2011 | 39 | 2011 |
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 | 38 | 2013 |
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 | 30 | 2010 |
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 | 24 | 2016 |
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 (1), 267-276, 2014 | 23 | 2014 |
Towards a model independent method for explaining classification for individual instances E Štrumbelj, I Kononenko International Conference on Data Warehousing and Knowledge Discovery, 273-282, 2008 | 16 | 2008 |
Towards a model independent method for explaining classification for individual instances E Štrumbelj, I Kononenko International Conference on Data Warehousing and Knowledge Discovery, 273-282, 2008 | 16 | 2008 |
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 | 14 | 2020 |
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 | 12 | 2017 |
Explanation and reliability of individual predictions I Kononenko, E Štrumbelj, Z Bosnić, D Pevec, M Kukar, M Robnik-Šikonja Informatica 37 (1), 2013 | 11 | 2013 |
Learning and explaining the impact of enterprises’ organizational quality on their economic results M Pregeljc, E Štrumbelj, M Mihelcic, I Kononenko Intelligent Data Analysis for Real-Life Applications: Theory and Practice …, 2012 | 11 | 2012 |