Ville Satopää

Finding a "Kneedle" in a Haystack: Detecting Knee Points in System Behavior

Ville Satopää, Jeannie Albrecht, David Irwin et al. · 2011 · 1.2K citations

Engineering, Machine Learning, Human Pose Estimation +30

Combining multiple probability predictions using a simple logit model

Ville Satopää, Jonathan Baron, Dean P. Foster et al. · International Journal of Forecasting · 2014 · 158 citations

Multiple Probability Predictions, Predictive Analytics, Management +5

The Good Judgment Project: A Large Scale Test of Different Methods of Combining Expert Predictions

Lyle Ungar, Barbara A. Mellers, Ville Satopää et al. · National Conference on Artificial Intelligence · 2012 · 71 citations

Artificial Intelligence, Combining Expert Predictions, Forecasting Methodology +27

Bias, Information, Noise: The BIN Model of Forecasting

Ville Satopää, Marat Salikhov, Philip E. Tetlock et al. · Management Science · 2021 · 42 citations

Forecasting Methodology, Engineering, Decision Science +21

Probability aggregation in time-series: Dynamic hierarchical modeling of sparse expert beliefs

Ville Satopää, Shane T. Jensen, Barbara A. Mellers et al. · The Annals of Applied Statistics · 2014 · 32 citations · Full text