Erik Strumbelj
Erik Strumbelj
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Explaining prediction models and individual predictions with feature contributions
E Štrumbelj, I Kononenko
Knowledge and information systems 41, 647-665, 2014
An efficient explanation of individual classifications using game theory
E Strumbelj, I Kononenko
The Journal of Machine Learning Research 11, 1-18, 2010
Basketball shot types and shot success in different levels of competitive basketball
F Erčulj, E Štrumbelj
PloS one 10 (6), e0128885, 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
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
On determining probability forecasts from betting odds
E Štrumbelj
International journal of forecasting 30 (4), 934-943, 2014
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
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
Modeling basketball play-by-play data
P Vračar, E Štrumbelj, I Kononenko
Expert Systems with Applications 44, 58-66, 2016
A general method for visualizing and explaining black-box regression models
E Štrumbelj, I Kononenko
Adaptive and Natural Computing Algorithms: 10th International Conference …, 2011
Online bookmakers’ odds as forecasts: The case of European soccer leagues
E Štrumbelj, MR Šikonja
International Journal of Forecasting 26 (3), 482-488, 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
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
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
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
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
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
Impact of changes in climate on air pollution in Slovenia between 2002 and 2017
JF Pucer, E Štrumbelj
Environmental pollution 242, 398-406, 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
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
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