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Alessio Verdone
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Explainable Spatio-Temporal Graph Neural Networks for multi-site photovoltaic energy production
A Verdone, S Scardapane, M Panella
Applied Energy 353, 122151, 2024
132024
Multi-site forecasting of energy time series with spatio-temporal graph neural networks
A Verdone, S Scardapane, M Panella
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
22022
Neural Graphs: an Effective Solution for the Resource Allocation in NFV Sites interconnected by Elastic Optical Networks
V Eramo, FG Lavacca, F Valente, V Filippetti, A Rosato, A Verdone, ...
2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-6, 2023
12023
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks
A Ceschini, F Mauro, F De Falco, A Sebastianelli, A Verdone, A Rosato, ...
arXiv preprint arXiv:2408.06524, 2024
2024
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques
A Verdone, A Devoto, C Sebastiani, J Carmignani, M D'Onofrio, S Giagu, ...
arXiv preprint arXiv:2407.14859, 2024
2024
Temporal Graph Neural Networks and Explainability for Future Energy Scenarios
A Verdone, S Scardapane, M Panella
Memorie ET2024, 1-2, 2024
2024
Spatiotemporal graph neural network per energy forecasting e anomaly detection
A Verdone, S Scardapane, M Panella
Memorie ET2022, 1-2, 2022
2022
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