SEMERARO, GIANLUIGI
SEMERARO, GIANLUIGI
DIPARTIMENTO DI MATEMATICA E FISICA "ENNIO DE GIORGI"
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A Laboratory-Based Federated Learning Deployment on Real Devices for ECG-Based Clinical Decision Support Systems
In corso di stampa Shumba, ANGELA TAFADZWA; Cantoro, Davide; Montanaro, Teodoro; Semeraro, Gianluigi; Sergi, Ilaria; DE VITTORIO, Massimo; Patrono, Luigi
Analyzing the Impact of Non-IID Data on IoT-Enabled Federated Learning for ECG Arrhythmia Detection
2025-01-01 Cantoro, Davide; Shumba, Angela-Tafadzwa; Semeraro, Gianluigi; Montanaro, Teodoro; Sergi, Ilaria; De Vittorio, Massimo; Patrono, Luigi
Assessing Energy Consumption and Thermal Impact in IoT Edge Federated Learning
2025-01-01 Cantoro, Davide; Shumba, Angela-Tafadzwa; Semeraro, Gianluigi; Montanaro, Teodoro; Sergi, Ilaria; Rollo, Davide; Cotardo, Mattia; Merenda, Massimo; Patrono, Luigi
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Laboratory-Based Federated Learning Deployment on Real Devices for ECG-Based Clinical Decision Support Systems | In corso di stampa | Shumba, ANGELA TAFADZWA; Cantoro, Davide; Montanaro, Teodoro; Semeraro, Gianluigi; Sergi, Ilaria; DE VITTORIO, Massimo; Patrono, Luigi | |
| Analyzing the Impact of Non-IID Data on IoT-Enabled Federated Learning for ECG Arrhythmia Detection | 1-gen-2025 | Cantoro, Davide; Shumba, Angela-Tafadzwa; Semeraro, Gianluigi; Montanaro, Teodoro; Sergi, Ilaria; De Vittorio, Massimo; Patrono, Luigi | |
| Assessing Energy Consumption and Thermal Impact in IoT Edge Federated Learning | 1-gen-2025 | Cantoro, Davide; Shumba, Angela-Tafadzwa; Semeraro, Gianluigi; Montanaro, Teodoro; Sergi, Ilaria; Rollo, Davide; Cotardo, Mattia; Merenda, Massimo; Patrono, Luigi |