Federico D’Antoni

A new hybrid AI optimal management method for renewable energy communities

Francesco Conte, Federico D’Antoni, Gianluca Natrella et al. · Energy and AI · 2022 · 57 citations · Full text

Engineering, Data Science, Energy Management +16

Auto-Regressive Time Delayed jump neural network for blood glucose levels forecasting

Federico D’Antoni, Mario Merone, Vincenzo Piemonte et al. · Knowledge-Based Systems · 2020 · 29 citations

Computing, Health Informatics, Forecasting +11

Blood Glucose Level Forecasting on Type-1-Diabetes Subjects during Physical Activity: A Comparative Analysis of Different Learning Techniques

Benedetta De Paoli, Federico D’Antoni, Mario Merone et al. · Bioengineering · 2021 · 20 citations · Full text

Medicine, Internal Medicine, Diabetology +16

Prediction of Glucose Concentration in Children with Type 1 Diabetes Using Neural Networks: An Edge Computing Application

Federico D’Antoni, Lorenzo Petrosino, Fabiola Sgarro et al. · Bioengineering · 2022 · 20 citations · Full text

Computing, Health Informatics, Pediatrics +17

A zero-knowledge proof federated learning on DLT for healthcare data

Lorenzo Petrosino, Luigi Masi, Federico D’Antoni et al. · Journal of Parallel and Distributed Computing · 2024 · 19 citations

Computing, Biomedical Informatics, Health Informatics +14