155 citations · 313 across the 15 of their papers we have counts for
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stat.AP2023
Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies
Nicolò Rubattu, Gabriele Maroni, Giorgio Corani
We describe our experience in developing a predictive model that placed high position in the BigDeal Challenge 2022, an energy competition of load and peak forecasting. We present…
stat.AP2019★ 11 cited
Reconciling Hierarchical Forecasts via Bayes' Rule
Giorgio Corani, Dario Azzimonti, João P. S. C. Augusto +1
We present a novel approach for reconciling hierarchical forecasts, based on Bayes rule. We define a prior distribution for the bottom time series of the hierarchy, based on the bo…