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Danilo Menegatti
Danilo Menegatti
PhD Student in Automatic Control, Bioengineering and Operations Research
Verified email at uniroma1.it
Title
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Year
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
202022
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
152022
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
132022
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
122022
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
122022
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
112021
A discrete-time multi-hop consensus protocol for decentralized federated learning
D Menegatti, A Giuseppi, S Manfredi, A Pietrabissa
IEEE Access, 2023
52023
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
52022
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
42023
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
42023
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
42023
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
22023
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
12023
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
12023
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
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