Pubblicazioni di Giuseppi Alessandro
2024
Aras K., Saif S. S., Giuseppi A., Coskun V.
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: -
Becchetti Valentina, Atanasious Mohab M. H., Menegatti Danilo, Baldisseri Federico, Giuseppi Alessandro
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: -
2023
Menegatti D., Giuseppi A., Manfredi S., Pietrabissa A.
A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning. IEEE ACCESS 2023: 80613-80623
Baldisseri F., Montecchiani E., Maiani A., Menegatti D., Giuseppi A., Pietrabissa A., Fogliati V., Priscoli F. D.
Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation. 2023 31st Mediterranean Conference on Control and Automation (MED) - Proceedings 2023: 487-492
Menegatti D., Giuseppi A., Delli Priscoli F., Pietrabissa A., Di Giorgio A., Baldisseri F., Mattioni M., Monaco S., Lanari L., Panfili M., Suraci V.
Menegatti D, Betello F, Delli Priscoli F, Giuseppi A
Deep Image Inpainting to Support Endoscopic Procedures. Deep Image Inpainting to Support Endoscopic Procedures 2023: 507-512
Baldisseri Federico, Wrona Andrea, Menegatti Danilo, Pietrabissa Antonio, Battilotti Stefano, Califano Claudia, Cristofaro Andrea, Di Giamberardino Paolo, Facchinei Francisco, Palagi Laura, Giuseppi Alessandro, Delli Priscoli Francesco
Menegatti Danilo, Giuseppi Alessandro, Pietrabissa Antonio
Distributed MARL with Limited Sensing for Robot Navigation Problems. IFAC-PapersOnLine 2023: -2037
Menegatti Danilo, Manfredi Sabato, Pietrabissa Antonio, Poli Cecilia, Giuseppi Alessandro
Hierarchical Federated Learning for Edge Intelligence through Average Consensus. IFAC-PapersOnLine 2023: -868
Giuseppi A, Lo Porto Lp, Wrona A, Menegatti D
Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning. Mediterranean Control Conference 2023: 513-520
Menegatti D., Pietrabissa A., Manfredi S., Giuseppi A.
Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning. 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings 2023: 500-506
Zivelonghi A., Giuseppi A.
Smart Healthy Schools: An IoT-enabled concept for multi-room dynamic air quality control. INTERNET OF THINGS AND CYBER-PHYSICAL SYSTEMS 2023: 24-31
Giuseppi A., Menegatti D., Pietrabissa A.
Stability of Non-Cooperative Load Balancing with Time-Varying Latency. Proceedings of the IEEE Conference on Decision and Control 2023: 7445-7450
Menegatti D., Ciccarelli E., Viscione M., Giuseppi A.
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: 521-528
2022
Cassiau N., Kim I., Strinati E. C., Noh G., Pietrabissa A., Arnal F., Casati G., Choi T., Choi Y. -J., Chung H., Colombero S., Zotto P. D., De Santis E., Dore J. -B., Giuseppi A., Houssin J. -M., Kim J., Laugeois M., Pigni F., Popon X., Raschkowski L., Thary M., Won S. H.
5G-ALLSTAR: Beyond 5G Satellite-Terrestrial Multi-Connectivity. 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 2022: 148-153
Ornatelli A., Giuseppi A., Tortorelli A.
A Distributed Average Cost Reinforcement Learning approach for Power Control in Wireless 5G Networks. 2022 IEEE World AI IoT Congress, AIIoT 2022 2022: 393-399
Giuseppi A., Manfredi S., Pietrabissa A.
A Weighted Average Consensus Approach for Decentralized Federated Learning. MACHINE INTELLIGENCE RESEARCH 2022: 319-330
Giuseppi A., Torre L. D., Menegatti D., Priscoli F. D., Pietrabissa A., Poli C.
An Adaptive Model Averaging Procedure for Federated Learning (AdaFed). JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY 2022: 539-548
Baldisseri Federico, Maiani Arturo, Montecchiani Edoardo, Delli Priscoli Francesco, Giuseppi Alessandro, Menegatti Danilo, Fogliati Vincenzo
Vernuccio Federico, Bresci Arianna, Cimini Valeria, Giuseppi Alessandro, Cerullo Giulio, Polli Dario, Valensise Carlo Michele
Artificial Intelligence in Classical and Quantum Photonics. LASER & PHOTONICS REVIEWS 2022: 2100399-
Saif S. S., Aras K., Giuseppi A.
Automated Optical Inspection for Printed Circuit Board Assembly Manufacturing with Transfer Learning and Synthetic Data Generation. 2022 30th Mediterranean Conference on Control and Automation, MED 2022 2022: 318-323
Sciancalepore Francesco, Tariciotti Leonardo, Remoli Giulia, Menegatti Danilo, Carai Andrea, Petruzzellis Giuseppe, Miller Kiersten, DELLI PRISCOLI Francesco, Giuseppi Alessandro, Premuselli Roberto, Eugenio Tozzi Alberto, Mastronuzzi Angela, Vanacore Nicola, Lacorte Eleonora, Study Group Allena-Mente
Giuseppi A., Manfredi S., Menegatti D., Poli C., Pietrabissa A.
Giuseppi A., Manfredi S., Menegatti D., Pietrabissa A., Poli C.
Decentralized Federated Learning for Nonintrusive Load Monitoring in Smart Energy Communities. 2022 30th Mediterranean Conference on Control and Automation, MED 2022 2022: 312-317
Menegatti Danilo, Giuseppi Aless, Ro , Pietrabissa Antonio
Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions. 2022 30th Mediterranean Conference on Control and Automation (MED) 2022: 564-570
Germana R., Giuseppi A., Pietrabissa A., Di Giorgio A.
Optimal Energy Storage System Placement for Robust Stabilization of Power Systems Against Dynamic Load Altering Attacks. 2022 30th Mediterranean Conference on Control and Automation, MED 2022 2022: 821-828
Delli Priscoli F., Pietrabissa A., Giuseppi A.
Robust and fault-tolerant spacecraft attitude control based on an extended-observer design. CONTROL THEORY AND TECHNOLOGY 2022: 323-337
De Santis Emanuele, Giuseppi Alessandro, Pietrabissa Antonio, Capponi Michael, Delli Priscoli Francesco
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection. MACHINE INTELLIGENCE RESEARCH 2022: 127-137
Giuseppi A., Pietrabissa A.
Stability and Wardrop Equilibria of Non-Cooperative Routing With Time-Varying Load. IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2022: 1-8
2021
Giuseppi Alessandro, Della Torre Lucrezia, Menegatti Danilo, Pietrabissa Antonio
AdaFed: Performance-based Adaptive Federated Learning. ICAAI 2021: 2021 The 5th International Conference on Advances in Artificial Intelligence (ICAAI) 2021: 38-43
Giuseppi A., Pietrabissa A.
Bellman's principle of optimality and deep reinforcement learning for time-varying tasks. INTERNATIONAL JOURNAL OF CONTROL 2021: 1-12
Delli Priscoli F., De Santis E., Giuseppi A., Pietrabissa A.
Capacity-constrained Wardrop equilibria and application to multi-connectivity in 5G networks. JOURNAL OF THE FRANKLIN INSTITUTE 2021: 9364-9384
Mastronuzzi Angela, Secco Domitilla Elena, Laus Beatrice, Carai Andrea, Tozzi Alberto, Premuselli Roberto, Delli Priscoli Francesco, Pietrabissa Antonio, Giuseppi Alessandro, Menegatti Danilo, Rizzotto Eloisa, Garone Giacomo, Sciancalepore Francesco, Lacorte Eleonora, Tariciotti Leonardo, Remoli Giulia, Vanacore Nicola, Raucci Umberto
Cognitive deficits in children with brain tumours: A project to create a software for cognitive training. JOURNAL OF THE NEUROLOGICAL SCIENCESAbstracts from the World Congress of Neurology (WCN 2021) 2021: 161-161
Valensise Carlo M., Giuseppi Alessandro, Cerullo Giulio, Polli Dario
Deep reinforcement learning control of white-light continuum generation. OPTICA 2021: 239-
Santopaolo A., Saif S. S., Pietrabissa A., Giuseppi A.
Forest fire risk prediction from satellite data with convolutional neural networks. 2021 29th Mediterranean Conference on Control and Automation, MED 2021 2021: 360-367
Germanà Roberto, Liberati Francesco, De Santis Emanuele, Giuseppi Alessandro, Delli Priscoli Francesco, Di Giorgio Alessandro
Giuseppi A., Germana R., Fiorini F., Priscoli F. D., Pietrabissa A.
Giuseppi Alessandro, Pietrabissa Antonio
Wardrop Equilibrium in Discrete-Time Selfish Routing with Time-Varying Bounded Delays. IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2021: 526-537
2020
Kim Junhyeong, Casati Guido, Pietrabissa Antonio, Giuseppi Alessandro, Calvanese Strinati Emilio, Cassiau Nicolas, Noh Gosan, Chung Heesang, Kim Ilgyu, Thary Marjorie, Houssin Jean-Michel, Pigni Federico, Colombero Sylvain, Dal Zotto Pierre, Raschkowski Leszek, Jaeckel Stephan
5G-ALLSTAR: An Integrated Satellite-Cellular System for 5G and Beyond. Procedeengs of the 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) 2020: 1-6
Calvanese Strinati Emilio, Barbarossa Sergio, Choi Taesang, Pietrabissa Antonio, Giuseppi Alessandro, De Santis Emanuele, Vidal Josep, Becvar Zdenek, Haustein Thomas, Cassiau Nicolas, Costanzo Francesca, Kim Junhyeong, Kim Ilgyu
6G in the sky: On‐demand intelligence at the edge of 3D networks. ETRI JOURNAL 2020: 643-657
Giuseppi Alessandro, Andreani Andrea, Priscoli Francesco Delli, Suraci Vincenzo, Tortorelli Andrea, Fiaschetti Andrea, Germanà Roberto
A Decision Support Tool for optimal configuration of Critical Infrastructures. INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURES 2020: 1-
Delli Priscoli Francesco, Giuseppi Alessandro, Lisi Federico
Giuseppi A., Pietrabissa A.
Chance-Constrained Control with Lexicographic Deep Reinforcement Learning. IEEE CONTROL SYSTEMS LETTERS 2020: 1-97
Giuseppi A., Pietrabissa A., Liberati F., Di Giorgio A.
Controlled optimal black start procedures in smart grids for service restoration in presence of electrical storage systems. 2020 28th Mediterranean Conference on Control and Automation, MED 2020 2020: 746-751
Giuseppi Alessandro, Maaz Shahid Syed, De Santis Emanuele, Ho Won Seok, Kwon Sungoh, Choi Taesang
Design and Simulation of the Multi-RAT Load-balancing Algorithms for 5G-ALLSTAR Systems. 2020 International Conference on Information and Communication Technology Convergence (ICTC) 2020: 594-596