Jacopo De Stefani

DAFT-E: Feature-Based Multivariate and Multi-Step-Ahead Wind Power Forecasting

Fabrizio De, Jacopo De Stefani, Alfredo Vaccaro et al. · IEEE Transactions on Sustainable Energy · 2021 · 31 citations

Computing, Computer Science, Feature Engineering +16

Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting

Jacopo De Stefani, Yann‐Aël Le Borgne, Olivier Caelen et al. · International Journal of Data Science and Analytics · 2018 · 30 citations

Computing, Data Science, Forecasting +13

A Digital Twin Approach for Improving Estimation Accuracy in Dynamic Thermal Rating of Transmission Lines

Gian Marco Paldino, Fabrizio De, Jacopo De Stefani et al. · Energies · 2022 · 21 citations · Full text

Engineering, Electrical Engineering, Heat Transfer +16

Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons

Fabrizio De, Jacopo De Stefani, Gianluca Bontempi et al. · Technology and Economics of Smart Grids and Sustainable Energy · 2020 · 20 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +16

Does AutoML Outperform Naive Forecasting?

Gian Marco Paldino, Jacopo De Stefani, Fabrizio De et al. · 2021 · 17 citations · Full text

Computing, Computer Science, Data Science +16