VERDONE, ALESSIO
VERDONE, ALESSIO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE, ELETTRONICA E TELECOMUNICAZIONI
A data attribution approach for unsupervised anomaly detection on multivariate time series
2026 Verdone, Alessio; Scardapane, Simone; Panella, Massimo
A hybrid quantum-neural network for heart disease classification
2025 Verdone, Alessio; Succetti, Federico; Ceschini, Andrea; Rosato, Antonello; Fioravanti, Alessio; Panella, Massimo
A review of solar and wind energy forecasting: From single-site to multi-site paradigm
2025 Verdone, Alessio; Panella, Massimo; De Santis, Enrico; Rizzi, Antonello
Advanced deep learning methodologies for renewable energy sources
2025 Verdone, Alessio
Explainable spatio-temporal Graph Neural Networks for multi-site photovoltaic energy production
2024 Verdone, A.; Scardapane, S.; Panella, M.
Graph state-space models for spatio-temporal renewable energy forecasting
2025 Verdone, Alessio; Scardapane, Simone; Araneo, Rodolfo; Panella, Massimo
Multi-site Forecasting of Energy Time Series with Spatio-Temporal Graph Neural Networks
2022 Verdone, A.; Scardapane, S.; Panella, M.
Neural Graphs: An Effective Solution for the Resource Allocation in NFV Sites interconnected by Elastic Optical Networks
2023 Eramo, V.; Lavacca, F. G.; Valente, F.; Filippetti, V.; Rosato, A.; Verdone, A.; Panella, M.
On the exploration of graph state-space models for spatio-temporal renewable energy forecasting
2024 Verdone, A.; Scardapane, S.; Araneo, R.; Panella, M.
Predizione delle energie rinnovabili in applicazioni a siti multipli attraverso reti neurali a grafo
2025 Verdone, A.; Scardapane, S.; Araneo, R.; Panella, M.
Spatiotemporal graph neural network per energy forecasting e anomaly detection
2022 Verdone, A.; Scardapane, S.; Panella, M.
Temporal Graph Neural Networks and Explainability for Future Energy Scenarios
2024 Verdone, A.; Scardapane, S.; Panella, M.