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Simone Monaco
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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
152021
Training physics-informed neural networks: One learning to rule them all?
S Monaco, D Apiletti
Results in Engineering 18, 101023, 2023
102023
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
82020
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
52022
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
42021
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
42021
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
32023
Theory-guided deep learning algorithms: An experimental evaluation
S Monaco, D Apiletti, G Malnati
Electronics 11 (18), 2850, 2022
22022
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
12021
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
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
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