Erik Strumbelj
Erik Strumbelj
Preverjeni e-poštni naslov na fri.uni-lj.si
NaslovNavedenoLeto
An efficient explanation of individual classifications using game theory
I Kononenko
Journal of Machine Learning Research 11 (Jan), 1-18, 2010
962010
Explaining prediction models and individual predictions with feature contributions
E Štrumbelj, I Kononenko
Knowledge and information systems 41 (3), 647-665, 2014
532014
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
472012
Explaining instance classifications with interactions of subsets of feature values
E Štrumbelj, I Kononenko, MR Šikonja
Data & Knowledge Engineering 68 (10), 886-904, 2009
452009
On determining probability forecasts from betting odds
E Štrumbelj
International journal of forecasting 30 (4), 934-943, 2014
432014
Basketball shot types and shot success in different levels of competitive basketball
F Erčulj, E Štrumbelj
PloS one 10 (6), e0128885, 2015
352015
Online bookmakers’ odds as forecasts: The case of European soccer leagues
E Štrumbelj, MR Šikonja
International Journal of Forecasting 26 (3), 482-488, 2010
332010
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
302010
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, 183-189, 2013
212013
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
202011
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
192016
Modeling basketball play-by-play data
P Vračar, E Štrumbelj, I Kononenko
Expert Systems with Applications 44, 58-66, 2016
182016
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
142014
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
112012
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
102008
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
102008
Efficiently explaining decisions of probabilistic RBF classification networks
M Robnik-Šikonja, A Likas, C Constantinopoulos, I Kononenko, ...
International Conference on Adaptive and Natural Computing Algorithms, 169-179, 2011
72011
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 (6), 391-398, 2015
62015
Explanation and reliability of individual predictions
I Kononenko, E Štrumbelj, Z Bosnić, D Pevec, M Kukar, M Robnik-Šikonja
Informatica 37 (1), 2013
62013
Quality of classification explanations with PRBF
M Robnik-Šikonja, I Kononenko, E Štrumbelj
Neurocomputing 96, 37-46, 2012
62012
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