Erik Štrumbelj

Explaining prediction models and individual predictions with feature contributions

Erik Štrumbelj, Igor Kononenko · Knowledge and Information Systems · 2013 · 2.1K citations

Feature Contributions, Cognitive Science, Engineering +9

An Efficient Explanation of Individual Classifications using Game Theory

Erik Štrumbelj, Igor Kononenko · Repository of the University of Ljubljana (University of Ljubljana) · 2010 · 384 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Explaining instance classifications with interactions of subsets of feature values

Erik Štrumbelj, Igor Kononenko, Marko Robnik‐Šikonja · Data & Knowledge Engineering · 2009 · 119 citations

Artificial Intelligence, Instance Classifications, Instance-based Learning +11

Basketball Shot Types and Shot Success in Different Levels of Competitive Basketball

Frane Erčulj, Erik Štrumbelj · PLoS ONE · 2015 · 111 citations · Full text

Functional Movement Screening, Physical Activity, Quantitative Methods +20

On determining probability forecasts from betting odds

Erik Štrumbelj · International Journal of Forecasting · 2014 · 84 citations

Forecasting Methodology, Probabilistic Forecasting, Probability Forecasts +8