CANTORO, DAVIDE
CANTORO, DAVIDE
DIPARTIMENTO DI INGEGNERIA DELL'INNOVAZIONE
A Laboratory-Based Federated Learning Deployment on Real Devices for ECG-Based Clinical Decision Support Systems
2025-01-01 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
Current Trends in Driver Safety Monitoring: Datasets, Prediction Tasks, and Machine Learning Approaches
In corso di stampa Hafidi, Hossem Eddine; Mamen, Abdelkarim; Rollo, Davide; Pizzolante, Marco; Semeraro, Gianluigi; Cotardo, Mattia; Bouaicha, Mohamed Abdelhai; Cantoro, Davide; Montanaro, Teodoro; Shumba, Angela-Tafadzwa; De Fazio, Roberto; Sergi, Ilaria; Visconti, Paolo; Patrono, Luigi
Modeling and analyzing non-IID data in federated learning based ECG arrhythmia detection scenarios
2025-01-01 Cantoro, Davide; Shumba, Angela-Tafadzwa; Semeraro, Gianluigi; Cotardo, Mattia; Rollo, Davide; Montanaro, Teodoro; Sergi, Ilaria; De Vittorio, Massimo; Patrono, Luigi
Online Federated Learning on Resource-Limited IoT Devices for Traffic Flow Prediction in Smart Mobility Ecosystems
In corso di stampa Pizzolante, Marco; Shumba, Angela-Tafadzwa; Montanaro, Teodoro; Semeraro, Gianluigi; Cantoro, Davide; Rollo, Davide; Cotardo, Mattia; Sergi, Ilaria; Visconti, Paolo; 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 | 1-gen-2025 | 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 | |
| Current Trends in Driver Safety Monitoring: Datasets, Prediction Tasks, and Machine Learning Approaches | In corso di stampa | Hafidi, Hossem Eddine; Mamen, Abdelkarim; Rollo, Davide; Pizzolante, Marco; Semeraro, Gianluigi; Cotardo, Mattia; Bouaicha, Mohamed Abdelhai; Cantoro, Davide; Montanaro, Teodoro; Shumba, Angela-Tafadzwa; De Fazio, Roberto; Sergi, Ilaria; Visconti, Paolo; Patrono, Luigi | |
| Modeling and analyzing non-IID data in federated learning based ECG arrhythmia detection scenarios | 1-gen-2025 | Cantoro, Davide; Shumba, Angela-Tafadzwa; Semeraro, Gianluigi; Cotardo, Mattia; Rollo, Davide; Montanaro, Teodoro; Sergi, Ilaria; De Vittorio, Massimo; Patrono, Luigi | |
| Online Federated Learning on Resource-Limited IoT Devices for Traffic Flow Prediction in Smart Mobility Ecosystems | In corso di stampa | Pizzolante, Marco; Shumba, Angela-Tafadzwa; Montanaro, Teodoro; Semeraro, Gianluigi; Cantoro, Davide; Rollo, Davide; Cotardo, Mattia; Sergi, Ilaria; Visconti, Paolo; Patrono, Luigi |