Time-oversampling and regression as a training framework to mitigate the data scarcity and class imbalances problem in the forecast of strong flares with deep learning

Francisco, Gregoire

Time-oversampling and regression as a training framework to mitigate the data scarcity and class imbalances problem in the forecast of strong flares with deep learning

Gregoire Francisco¹, Dario Del Moro¹, Teresa Barata² and João Manuel Fernandes³, (1)University of Rome Tor Vergata, Physics, Rome, Italy, (2)University of Coimbra, IA-UC, Faculty of Sciences and Technologies, Coimbra, Portugal, (3)University of Coimbra, CITEUC, Coimbra, Portugal