2 papers
cs.LG2026
A Direct Classification Approach for Reliable Wind Ramp Event Forecasting under Severe Class Imbalance
Alejandro Morales-Hernández, Fabrizio De Caroa, Gian Marco Paldino +3
Decision support systems are essential for maintaining grid stability in low-carbon power systems, such as wind power plants, by providing real-time alerts to control room operator…
cs.LG2025
Causal Discovery in Multivariate Time Series through Mutual Information Featurization
Gian Marco Paldino, Gianluca Bontempi
Discovering causal relationships in complex multivariate time series is a fundamental scientific challenge. Traditional methods often falter, either by relying on restrictive linea…