Attention to fires: Multi-channel deep learning models for wildfire severity prediction S Monaco, S Greco, A Farasin, L Colomba, D Apiletti, P Garza, ... Applied Sciences 11 (22), 11060, 2021 | 15 | 2021 |
Training physics-informed neural networks: One learning to rule them all? S Monaco, D Apiletti Results in Engineering 18, 101023, 2023 | 8 | 2023 |
Improving wildfire severity classification of deep learning U-nets from satellite images S Monaco, A Pasini, D Apiletti, L Colomba, P Garza, E Baralis 2020 IEEE International Conference on Big Data (Big Data), 5786-5788, 2020 | 8 | 2020 |
A dataset for burned area delineation and severity estimation from satellite imagery L Colomba, A Farasin, S Monaco, S Greco, P Garza, D Apiletti, E Baralis, ... Proceedings of the 31st ACM International Conference on Information …, 2022 | 5 | 2022 |
Double-Step deep learning framework to improve wildfire severity classification. S Monaco, A Pasini, D Apiletti, L Colomba, A Farasin, P Garza, E Baralis EDBT/ICDT Workshops, 2021 | 4 | 2021 |
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy A Koudounas, F Giobergia, I Benedetto, S Monaco, L Cagliero, D Apiletti, ... CEUR Workshop Proceedings, 2023 | 3 | 2023 |
Cyst segmentation on kidney tubules by means of U-Net deep-learning models S Monaco, N Bussola, S Butto, D Sona, D Apiletti, G Jurman, E Viola, ... 2021 IEEE International Conference on Big Data (Big Data), 3923-3926, 2021 | 3 | 2021 |
Theory-guided deep learning algorithms: An experimental evaluation S Monaco, D Apiletti, G Malnati Electronics 11 (18), 2850, 2022 | 2 | 2022 |
A hybrid cloud-to-edge predictive maintenance platform A Marguglio, G Veneziano, P Greco, S Jung, R Siegburg, RH Schmitt, ... Predictive Maintenance in Smart Factories: Architectures, Methodologies, and …, 2021 | 1 | 2021 |
AI models for automated segmentation of engineered polycystic kidney tubules S Monaco, N Bussola, S Buttò, D Sona, F Giobergia, G Jurman, C Xinaris, ... Scientific Reports 14 (1), 2847, 2024 | | 2024 |
Author Correction: AI models for automated segmentation of engineered polycystic kidney tubules S Monaco, N Bussola, S Buttò, D Sona, F Giobergia, G Jurman, C Xinaris, ... Scientific Reports 14, 2024 | | 2024 |
Lorentz-invariant augmentation for high-energy physics S Monaco, S Barresi, D Apiletti Communications in Computer and Information Science, 2023 | | 2023 |
Experimental Comparison of Theory-Guided Deep Learning Algorithms S Monaco, D Apiletti European Conference on Advances in Databases and Information Systems, 256-265, 2022 | | 2022 |
Exploring waste-collection fleet data: challenges in a real-world use case from multiple data providers S Monaco, P Bethaz, D Apiletti, FP Baldini, C Caso, T Cerquitelli Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference, 2022 | | 2022 |
Connecting Structure and dynamics in model network glasses S Monaco Politecnico di Torino, 2020 | | 2020 |
Quantify Production Planning Efficiency Through Predictive Modeling in Manufacturing Systems S Monaco, D Apiletti, A Francica, T Cerquitelli Available at SSRN 4743147, 0 | | |