Danilo Menegatti

Pubblicazioni

Titolo Pubblicato in Anno
Dynamic Mode Decomposition for Individualized Model Predictive Control with Application to Type 1 Diabetes Proceedings of 2024 32nd Mediterranean Conference on Control and Automation (MED) 2024
Deep Reinforcement Learning Control of Type-1 Diabetes with Cross-Patient Generalization Proceedings of 2024 32nd Mediterranean Conference on Control and Automation (MED) 2024
Deep Deterministic Policy Gradient Control of Type 1 Diabetes Proceedings of 2024 European Control Conference (ECC) 2024
Identifying chaotic dynamics in noisy time series through multimodal deep neural networks MACHINE LEARNING: SCIENCE AND TECHNOLOGY 2024
Deep Reinforcement Learning Platooning Control of Non-Cooperative Autonomous Vehicles in a Mixed Traffic Environment 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE) 2024
Frequency and characterization of cognitive impairments in patients diagnosed with paediatric central nervous system tumours: a systematic review FRONTIERS IN ONCOLOGY 2023
CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence HEALTHCARE 2023
Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation 2023 31st Mediterranean Conference on Control and Automation (MED) - Proceedings 2023
Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension HEALTHCARE 2023
Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning Mediterranean Control Conference 2023
Deep Image Inpainting to Support Endoscopic Procedures Deep Image Inpainting to Support Endoscopic Procedures 2023
A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning IEEE ACCESS 2023
Vertically-Advised Federated Learning for Multi-Strategic Stock Predictions through Stochastic Attention-based LSTM 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings 2023
Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings 2023
Distributed MARL with Limited Sensing for Robot Navigation Problems IFAC-PapersOnLine 2023
Hierarchical Federated Learning for Edge Intelligence through Average Consensus IFAC-PapersOnLine 2023
Stability of Non-Cooperative Load Balancing with Time-Varying Latency Proceedings of the IEEE Conference on Decision and Control 2023
Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions 2022 30th Mediterranean Conference on Control and Automation (MED) 2022
Computer-Based Cognitive Training in Children with Primary Brain Tumours: A Systematic Review CANCERS 2022
Decentralized Federated Learning for Nonintrusive Load Monitoring in Smart Energy Communities 2022 30th Mediterranean Conference on Control and Automation, MED 2022 2022

Progetti di Ricerca

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