Alessandro Giuseppi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Automated Optical Inspection for Quality Control in PCBA assembly lines: a case study for Point of Sale Devices Production Lines	HORA 2024 - 6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings	2024
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
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
An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures	ELECTRONICS	2024
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
Smart Healthy Schools: An IoT-enabled concept for multi-room dynamic air quality control	INTERNET OF THINGS AND CYBER-PHYSICAL SYSTEMS	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
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection	MACHINE INTELLIGENCE RESEARCH	2022
Artificial Intelligence in Classical and Quantum Photonics	LASER & PHOTONICS REVIEWS	2022
Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions	2022 30th Mediterranean Conference on Control and Automation (MED)	2022

Progetti di Ricerca

Intelligent Control Systems For Healthcare Applications