Airsense-to-act: A concept paper for covid-19 countermeasures based on artificial intelligence algorithms and multi-source data processing A Sebastianelli, F Mauro, G Di Cosmo, F Passarini, M Carminati, SL Ullo ISPRS international journal of geo-information 10 (1), 34, 2021 | 14 | 2021 |
SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis F Mauro, B Rich, VW Muriga, F Janku, A Sebastianelli, SL Ullo IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 2 | 2023 |
Enhancing Earth Observation with Hybrid Quantum Neural Networks SL Ullo, F Mauro, A Sebastianelli, B Le Saux, PE Gamba AGU23, 2024 | 1 | 2024 |
A machine learning approach to long-term drought prediction using normalized difference indices computed on a spatiotemporal dataset VW Muriga, B Rich, F Mauro, A Sebastianelli, SL Ullo IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
AI techniques for near real-time monitoring of contaminants in coastal waters on board future Phisat-2 mission F Razzano, P Di Stasio, F Mauro, G Meoni, M Esposito, G Schirinzi, ... arXiv preprint arXiv:2404.19586, 2024 | | 2024 |
QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering F Mauro, A Sebastianelli, MP Del Rosso, P Gamba, SL Ullo arXiv preprint arXiv:2402.01235, 2024 | | 2024 |
A Hybrid MLP-Quantum approach in Graph Convolutional Neural Networks for Oceanic Nino Index (ONI) prediction F Mauro, A Sebastianelli, BL Saux, P Gamba, SL Ullo arXiv preprint arXiv:2401.16049, 2024 | | 2024 |
Monitoring water contaminants in coastal areas through ML algorithms leveraging atmospherically corrected Sentinel-2 data F Razzano, F Mauro, P Di Stasio, G Meoni, M Esposito, G Schirinzi, ... arXiv preprint arXiv:2401.03792, 2024 | | 2024 |
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping L Russo, F Mauro, B Memar, A Sebastianelli, P Gamba, SL Ullo arXiv preprint arXiv:2402.00023, 2024 | | 2024 |
Estimation of Ground NO2 Measurements from Sentinel-5P Tropospheric Data through Categorical Boosting F Mauro, L Russo, F Janku, A Sebastianelli, SL Ullo 2023 IEEE International Conference on Metrology for eXtended Reality …, 2023 | | 2023 |
A Machine Learning Approach to Long-Term Drought Prediction using Normalized Difference Indices Computed on a Spatiotemporal Dataset V Wairimu Muriga, B Rich, F Mauro, A Sebastianelli, S Liberata Ullo arXiv e-prints, arXiv: 2302.02440, 2023 | | 2023 |
A Decision Support System Based on Machine Learning to Counteract Covid-Like Pandemic Events A Sebastianelli, F Mauro, G Di Cosmo, F Passarini, M Carminati, SL Ullo IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | | 2022 |