Alessandro Giuseppi

Pubblicazioni

Titolo Pubblicato in Anno
A Cooperative Feature Removal Mechanism for Cell Outage Detection in Wireless Telecommunication Networks Critical Information Infrastructures Security 19th International Conference, CRITIS 2024, Rome, Italy, September 18–20, 2024, Revised Selected Papers 2025
AdaLightLog: Enhancing Application Logs Anomaly Detection via Adaptive Federating Learning Critical Information Infrastructures Security 19th International Conference, CRITIS 2024, Rome, Italy, September 18–20, 2024, Revised Selected Papers 2025
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

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