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 | 20 | 2022 |
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 | 15 | 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 | 13 | 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 | 12 | 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 | 12 | 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 | 11 | 2021 |
A discrete-time multi-hop consensus protocol for decentralized federated learning D Menegatti, A Giuseppi, S Manfredi, A Pietrabissa IEEE Access, 2023 | 5 | 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 | 5 | 2022 |
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 | 4 | 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 | 4 | 2023 |
Frequency and characterization of cognitive impairments in patients diagnosed with paediatric central nervous system tumours: a systematic review F Sciancalepore, F Fabozzi, G Albino, G Del Baldo, V Di Ruscio, B Laus, ... Frontiers in Oncology 13, 1198521, 2023 | 4 | 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 | 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 |
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 | 1 | 2023 |
Dynamic Topology Optimization for Efficient and Decentralised Federated Learning D Menegatti, A Giuseppi, C Poli, A Pietrabissa 2024 IEEE International Conference on Big Data (BigData), 7939-7945, 2024 | | 2024 |
Tractable Data-Driven Model Predictive Control Using One-Step Neural Networks Predictors D Menegatti, A Giuseppi, A Pietrabissa IEEE Transactions on Automation Science and Engineering, 2024 | | 2024 |
Identifying chaotic dynamics in noisy time series through multimodal deep neural networks A Giuseppi, D Menegatti, A Pietrabissa Machine Learning: Science and Technology 5 (3), 035059, 2024 | | 2024 |
Deep Reinforcement Learning Platooning Control of Non-Cooperative Autonomous Vehicles in a Mixed Traffic Environment D Menegatti, A Wrona, A Di Paola, S Gentile, A Giuseppi 2024 IEEE 20th International Conference on Automation Science and …, 2024 | | 2024 |
Deep Deterministic Policy Gradient Control of Type 1 Diabetes F Baldisseri, D Menegatti, A Wrona 2024 European Control Conference (ECC), 868-873, 2024 | | 2024 |
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 |