LONIA, GIOVANNI
LONIA, GIOVANNI
Dipartimento di Scienze matematiche e informatiche, scienze fisiche e scienze della terra
Comparing CNN and ViT in both Centralised and Federated Learning Scenarios: A Pneumonia Diagnosis Case Study
2024-01-01 Lonia, G.; Ciraolo, D.; Fazio, M.; Celesti, F.; Ruggeri, P.; Villari, M.; Celesti, A.
Comparing CNNs and ViTs for Medical Image Classification Leveraging Transfer Learning
2024-01-01 Lonia, G.; Ciraolo, D.; Fazio, M.; Villari, M.; Celesti, A.
Data Fusion in Tele-Rehabilitation: Combining Cognitive and Motor Datasets to Train a Machine Learning Model for Assessing Patients' Outcomes
2025-01-01 Lonia, G.; Ciraolo, D.; Bonanno, M.; Calabro, R. S.; Celesti, F.; Fazio, M.; Villari, M.; Celesti, A.
Improving Public Transport Reliability with Multivariate LSTM-Based Delay Prediction
2025-01-01 Lonia, Giovanni; Ruggeri, Armando; Ficara, Annamaria; Villari, Massimo
Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients
2024-01-01 Celesti, A.; Dell(')acqua, M.; Lonia, G.; Ciraolo, D.; Celesti, F.; Fazio, M.; Villari, M.; Bonanno, M.; Calabro, R. S.
Towards Enabling IoT Rejuvenation Through Machine Learning on Cloud/Edge Continuum: A Study to Fight the Proximity Sensor Ageing on the Edge
2025-01-01 Celesti, A.; Lonia, G.; Quattrocchi, A.; Montanini, R.; Villari, M.; Fazio, M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Comparing CNN and ViT in both Centralised and Federated Learning Scenarios: A Pneumonia Diagnosis Case Study | 1-gen-2024 | Lonia, G.; Ciraolo, D.; Fazio, M.; Celesti, F.; Ruggeri, P.; Villari, M.; Celesti, A. | |
| Comparing CNNs and ViTs for Medical Image Classification Leveraging Transfer Learning | 1-gen-2024 | Lonia, G.; Ciraolo, D.; Fazio, M.; Villari, M.; Celesti, A. | |
| Data Fusion in Tele-Rehabilitation: Combining Cognitive and Motor Datasets to Train a Machine Learning Model for Assessing Patients' Outcomes | 1-gen-2025 | Lonia, G.; Ciraolo, D.; Bonanno, M.; Calabro, R. S.; Celesti, F.; Fazio, M.; Villari, M.; Celesti, A. | |
| Improving Public Transport Reliability with Multivariate LSTM-Based Delay Prediction | 1-gen-2025 | Lonia, Giovanni; Ruggeri, Armando; Ficara, Annamaria; Villari, Massimo | |
| Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients | 1-gen-2024 | Celesti, A.; Dell(')acqua, M.; Lonia, G.; Ciraolo, D.; Celesti, F.; Fazio, M.; Villari, M.; Bonanno, M.; Calabro, R. S. | |
| Towards Enabling IoT Rejuvenation Through Machine Learning on Cloud/Edge Continuum: A Study to Fight the Proximity Sensor Ageing on the Edge | 1-gen-2025 | Celesti, A.; Lonia, G.; Quattrocchi, A.; Montanini, R.; Villari, M.; Fazio, M. |