SAVOIA, MARTINA
SAVOIA, MARTINA
DIPARTIMENTO DI MATEMATICA E APPLICAZIONI "RENATO CACCIOPPOLI"
Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment
2023 Izzo, S.; Canzaniello, M.; Savoia, M.; Giampaolo, F.; Piccialli, F.
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing
2024 Annunziata, D.; Canzaniello, M.; Chiaro, D.; Izzo, S.; Savoia, M.; Piccialli, F.
Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact
2024 Annunziata, D.; Canzaniello, M.; Savoia, M.; Cuomo, S.; Piccialli, F.
A bacterial biosensor based on gold nanoparticles functionalized by a hydrophobin-chimera and combined with Machine Learning for user-friendly detection
2024 Pennacchio, Anna; Giampaolo, Fabio; Cafaro, Valeria; Cicatiello, Paola; Della Ventura, Bartolomeo; Giardina, Paola; Rosanova, Rosario; Savoia, Martina; Velotta, Raffaele; Piccialli, Francesco; Piscitelli, Alessandra
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection
2024 Savoia, M.; Prezioso, E.; Mele, V.; Piccialli, F.
Integrating Object Detection and Advanced Analytics for Smart City Crowd Management
2023 Prezioso, E.; Giampaolo, F.; Izzo, S.; Savoia, M.; Piccialli, F.
AGRIFOLD: AGRIculture Federated learning for Optimized Leaf disease Detection
2025 Piccialli, F.; Della Bruna, C.; Chiaro, D.; Qi, P.; Savoia, M.
FEDCOM: FEDerated Communication-Efficient Object Detection Model
2026 Amato, F.; Bruna, C. D.; Savoia, M.; Prezioso, E.; Piccialli, F.
FLAMES—Federated Learning for Advanced MEdical Segmentation
2025 Savoia, M.; Prezioso, E.; Piccialli, F.
A Robust and Rapid Grid-Based Machine Learning Approach for Inside and Off-Network Earthquakes Classification in Dynamically Changing Seismic Networks
2025 Annunziata, D.; Savoia, M.; Martino, C.; Giampaolo, F.; Convertito, V.; Piccialli, F.; Beroza, G. C.
SAGE: Sustainable And Green Energy-aware client selection for Federated Learning in IoT
2025 Savoia, Martina; Della Bruna, Ciro; D'Addio, Ciro; Piccialli, Francesco
Leveraging High-Performance Computing for Generating Large-Scale Synthetic Datasets of Focal Mechanisms in Seismic Networks
2025 Annunziata, D.; Prezioso, E.; Izzo, S.; Canzaniello, M.; Savoia, M.; Amitrano, S.; Qi, P.; Giampaolo, F.; Piccialli, F.
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment | 4.1 Articoli in Atti di convegno | 2023 | Izzo, S.; Canzaniello, M.; Savoia, M.; Giampaolo, F.; Piccialli, F. | |
| On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing | 4.1 Articoli in Atti di convegno | 2024 | Annunziata, D.; Canzaniello, M.; Chiaro, D.; Izzo, S.; Savoia, M.; Piccialli, F. | |
| Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact | 4.1 Articoli in Atti di convegno | 2024 | Annunziata, D.; Canzaniello, M.; Savoia, M.; Cuomo, S.; Piccialli, F. | |
| A bacterial biosensor based on gold nanoparticles functionalized by a hydrophobin-chimera and combined with Machine Learning for user-friendly detection | 1.1 Articolo in rivista | 2024 | Pennacchio, Anna; Giampaolo, Fabio; Cafaro, Valeria; Cicatiello, Paola; Della Ventura, Bartolomeo; Giardina, Paola; Rosanova, Rosario; Savoia, Martina; Velotta, Raffaele; Piccialli, Francesco; Piscitelli, Alessandra | |
| Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection | 1.1 Articolo in rivista | 2024 | Savoia, M.; Prezioso, E.; Mele, V.; Piccialli, F. | |
| Integrating Object Detection and Advanced Analytics for Smart City Crowd Management | 4.1 Articoli in Atti di convegno | 2023 | Prezioso, E.; Giampaolo, F.; Izzo, S.; Savoia, M.; Piccialli, F. | |
| AGRIFOLD: AGRIculture Federated learning for Optimized Leaf disease Detection | 1.1 Articolo in rivista | 2025 | Piccialli, F.; Della Bruna, C.; Chiaro, D.; Qi, P.; Savoia, M. | |
| FEDCOM: FEDerated Communication-Efficient Object Detection Model | 1.1 Articolo in rivista | 2026 | Amato, F.; Bruna, C. D.; Savoia, M.; Prezioso, E.; Piccialli, F. | |
| FLAMES—Federated Learning for Advanced MEdical Segmentation | 1.1 Articolo in rivista | 2025 | Savoia, M.; Prezioso, E.; Piccialli, F. | |
| A Robust and Rapid Grid-Based Machine Learning Approach for Inside and Off-Network Earthquakes Classification in Dynamically Changing Seismic Networks | 1.1 Articolo in rivista | 2025 | Annunziata, D.; Savoia, M.; Martino, C.; Giampaolo, F.; Convertito, V.; Piccialli, F.; Beroza, G. C. | |
| SAGE: Sustainable And Green Energy-aware client selection for Federated Learning in IoT | 5.14 Altro ministeriale | 2025 | Savoia, Martina; Della Bruna, Ciro; D'Addio, Ciro; Piccialli, Francesco | |
| Leveraging High-Performance Computing for Generating Large-Scale Synthetic Datasets of Focal Mechanisms in Seismic Networks | 4.1 Articoli in Atti di convegno | 2025 | Annunziata, D.; Prezioso, E.; Izzo, S.; Canzaniello, M.; Savoia, M.; Amitrano, S.; Qi, P.; Giampaolo, F.; Piccialli, F. |