Decentralized federated learning for nonintrusive load monitoring in smart energy communities A Giuseppi, S Manfredi, D Menegatti, A Pietrabissa, C Poli 2022 30th Mediterranean Conference on Control and Automation (MED), 312-317, 2022 | 14 | 2022 |
An adaptive model averaging procedure for federated learning (adafed) A Giuseppi, LD Torre, D Menegatti, FD Priscoli, A Pietrabissa, C Poli Journal of Advances in Information Technology 13 (6), 539-548, 2022 | 14 | 2022 |
Decentralised federated learning for hospital networks with application to COVID-19 detection A Giuseppi, S Manfredi, D Menegatti, C Poli, A Pietrabissa IEEE Access 10, 92681-92691, 2022 | 11 | 2022 |
Model predictive control for collision-free spacecraft formation with artificial potential functions D Menegatti, A Giuseppi, A Pietrabissa 2022 30th Mediterranean Conference on Control and Automation (MED), 564-570, 2022 | 10 | 2022 |
Computer-based cognitive training in children with primary brain tumours: A systematic review F Sciancalepore, L Tariciotti, G Remoli, D Menegatti, A Carai, ... Cancers 14 (16), 3879, 2022 | 9 | 2022 |
AdaFed: Performance-based adaptive federated learning A Giuseppi, L Della Torre, D Menegatti, A Pietrabissa Proceedings of the 5th International Conference on Advances in Artificial …, 2021 | 9 | 2021 |
Deep neural network regression to assist non-invasive diagnosis of portal hypertension F Baldisseri, A Wrona, D Menegatti, A Pietrabissa, S Battilotti, C Califano, ... Healthcare 11 (18), 2603, 2023 | 3 | 2023 |
CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence D Menegatti, A Giuseppi, F Delli Priscoli, A Pietrabissa, A Di Giorgio, ... Healthcare 11 (15), 2199, 2023 | 3 | 2023 |
A discrete-time multi-hop consensus protocol for decentralized federated learning D Menegatti, A Giuseppi, S Manfredi, A Pietrabissa IEEE Access, 2023 | 2 | 2023 |
Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning A Giuseppi, LPL Porto, A Wrona, D Menegatti 2023 31st Mediterranean Conference on Control and Automation (MED), 513-520, 2023 | 1 | 2023 |
Vertically-Advised Federated Learning for Multi-Strategic Stock Predictions through Stochastic Attention-based LSTM D Menegatti, E Ciccarelli, M Viscione, A Giuseppi 2023 31st Mediterranean Conference on Control and Automation (MED), 521-528, 2023 | 1 | 2023 |
An Integrated Music and Artificial Intelligence System in Support of Pediatric Neurorehabilitation F Baldisseri, A Maiani, E Montecchiani, F Delli Priscoli, A Giuseppi, ... Healthcare 10 (10), 2014, 2022 | 1 | 2022 |
Deep Reinforcement Learning Control of Type-1 Diabetes with Cross-Patient Generalization MMH Atanasious, V Becchetti, F Baldisseri, D Menegatti, A Wrona 2024 32nd Mediterranean Conference on Control and Automation (MED), 221-226, 2024 | | 2024 |
Dynamic Mode Decomposition for Individualized Model Predictive Control with Application to Type 1 Diabetes V Becchetti, MMH Atanasious, D Menegatti, F Baldisseri, A Giuseppi 2024 32nd Mediterranean Conference on Control and Automation (MED), 239-244, 2024 | | 2024 |
Decentralised learning for Intelligent Control Systems D Menegatti Università degli Studi di Roma" La Sapienza", 2024 | | 2024 |
Deep Deterministic Policy Gradient Control of Type 1 Diabetes F BALDISSERI, D MENEGATTI, A WRONA | | 2024 |
Stability of non-cooperative load balancing with time-varying latency A Giuseppi, D Menegatti, A Pietrabissa 2023 62nd IEEE Conference on Decision and Control (CDC), 7445-7450, 2023 | | 2023 |
Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation F Baldisseri, E Montecchiani, A Maiani, D Menegatti, A Giuseppi, ... 2023 31st Mediterranean Conference on Control and Automation (MED), 487-492, 2023 | | 2023 |
Deep Image Inpainting to Support Endoscopic Procedures D Menegatti, F Betello, FD Priscoli, A Giuseppi 2023 31st Mediterranean Conference on Control and Automation (MED), 507-512, 2023 | | 2023 |
Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning D Menegatti, A Pietrabissa, S Manfredi, A Giuseppi 2023 31st Mediterranean Conference on Control and Automation (MED), 500-506, 2023 | | 2023 |