SEBASTIANELLI, ALESSANDRO
SEBASTIANELLI, ALESSANDRO
A Decision Support System based on Machine Learning to counteract COVID-like pandemic events
2022-01-01 Sebastianelli, Alessandro; Mauro, Francesco; Di Cosmo, Gianluca; Passarini, Fabrizio; Carminati, Marco; Ullo, SILVIA LIBERATA
A demo setup testing onboard CNNs for Volcanic Eruption Detection
2022-01-01 DEL ROSSO, MARIA PIA; Sebastianelli, Alessandro; Spiller, Dario; Ullo, SILVIA LIBERATA
A Machine Learning Approach to Long-Term Drought Prediction using Normalized Difference Indices Computed on a Spatiotemporal Dataset
2023-01-01 Wairimu Muriga, Veronica; Rich, Benjamin; Mauro, Francesco; Sebastianelli, Alessandro; Ullo, SILVIA LIBERATA
A reproducible ensemble machine learning approach to forecast dengue outbreaks
2024-01-01 Sebastianelli, Alessandro; Spiller, Dario; Carmo, Raquel; Wheeler, James; Nowakowski, Artur; Viana Jacobson, Ludmilla; Kim, Dohyung; Barlevi, Hanoch; El Raiss Cordero, Zoraya; J Colón-González, Felipe; Lowe, Rachel; Ullo, SILVIA LIBERATA; Schneider, Rochelle
Early Detection of Volcanic Eruption through Artificial Intelligence on board
2022-01-01 Stasio, P. D.; Sebastianelli, A.; Meoni, G.; Ullo, S. L.
On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data
2023-01-01 Sebastianelli, Alessandro; DEL ROSSO, MARIA PIA; Ullo, Silvia; Gamba, Paolo
PLFM: Pixel-Level Merging of intermediate Feature Maps by disentangling and fusing spatial and temporal data for Cloud Removal
2022-01-01 Sebastianelli, Alessandro; Puglisi, Erika; DEL ROSSO, MARIA PIA; Mifdal, Jamila; Nowakowski, Artur; Philippe Mathieu, Pierre; Pirri, Fiora; Ullo, SILVIA LIBERATA
SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis
2023-01-01 Mauro, Francesco; Rich, Benjamin; Wairimu Muriga, Veronica; Janku, Fjoralba; Sebastianelli, Alessandro; Ullo, SILVIA LIBERATA
Transfer Learning in Earth Observation Data Analysis – a review
2024-01-01 Nowakowski, Artur; DEL ROSSO, MARIA PIA; Zachar, Paulina; Spiller, Dario; Gabara, Grzegorz; Barretta, Domenico; Barbara Kalinowska, Kamila; Choroma´nski, Kamil; Wilkowski, Artur; Sebastianelli, Alessandro; Kupidura, Przemysław; Osi´nska-Skotak, Katarzyna; Ullo, SILVIA LIBERATA
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Decision Support System based on Machine Learning to counteract COVID-like pandemic events | 1-gen-2022 | Sebastianelli, Alessandro; Mauro, Francesco; Di Cosmo, Gianluca; Passarini, Fabrizio; Carminati, Marco; Ullo, SILVIA LIBERATA | |
| A demo setup testing onboard CNNs for Volcanic Eruption Detection | 1-gen-2022 | DEL ROSSO, MARIA PIA; Sebastianelli, Alessandro; Spiller, Dario; Ullo, SILVIA LIBERATA | |
| A Machine Learning Approach to Long-Term Drought Prediction using Normalized Difference Indices Computed on a Spatiotemporal Dataset | 1-gen-2023 | Wairimu Muriga, Veronica; Rich, Benjamin; Mauro, Francesco; Sebastianelli, Alessandro; Ullo, SILVIA LIBERATA | |
| A reproducible ensemble machine learning approach to forecast dengue outbreaks | 1-gen-2024 | Sebastianelli, Alessandro; Spiller, Dario; Carmo, Raquel; Wheeler, James; Nowakowski, Artur; Viana Jacobson, Ludmilla; Kim, Dohyung; Barlevi, Hanoch; El Raiss Cordero, Zoraya; J Colón-González, Felipe; Lowe, Rachel; Ullo, SILVIA LIBERATA; Schneider, Rochelle | |
| Early Detection of Volcanic Eruption through Artificial Intelligence on board | 1-gen-2022 | Stasio, P. D.; Sebastianelli, A.; Meoni, G.; Ullo, S. L. | |
| On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data | 1-gen-2023 | Sebastianelli, Alessandro; DEL ROSSO, MARIA PIA; Ullo, Silvia; Gamba, Paolo | |
| PLFM: Pixel-Level Merging of intermediate Feature Maps by disentangling and fusing spatial and temporal data for Cloud Removal | 1-gen-2022 | Sebastianelli, Alessandro; Puglisi, Erika; DEL ROSSO, MARIA PIA; Mifdal, Jamila; Nowakowski, Artur; Philippe Mathieu, Pierre; Pirri, Fiora; Ullo, SILVIA LIBERATA | |
| SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis | 1-gen-2023 | Mauro, Francesco; Rich, Benjamin; Wairimu Muriga, Veronica; Janku, Fjoralba; Sebastianelli, Alessandro; Ullo, SILVIA LIBERATA | |
| Transfer Learning in Earth Observation Data Analysis – a review | 1-gen-2024 | Nowakowski, Artur; DEL ROSSO, MARIA PIA; Zachar, Paulina; Spiller, Dario; Gabara, Grzegorz; Barretta, Domenico; Barbara Kalinowska, Kamila; Choroma´nski, Kamil; Wilkowski, Artur; Sebastianelli, Alessandro; Kupidura, Przemysław; Osi´nska-Skotak, Katarzyna; Ullo, SILVIA LIBERATA |