Alessandro Giuseppi

68 papers B 4C 7Journal 23Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Control of Steering and Brake Actuator Dynamics in Driverless Vehicles: A Real-World Formula SAE Skid-Test Scenario. CoDIT Danilo Menegatti, Francesco Pappalardo, Francesco Luzi, Alessandro Giuseppi
2025	C	`conf`	Dynamic Mode Decomposition (DMD) for Enhanced Epileptic Seizure Prediction from EEG Signals. CoDIT Danilo Menegatti, Camilla Bianchi, Filippo Federiconi, Alessandro Giuseppi
2025	J	`jnl`	Enhancing Federated Reinforcement Learning: A Consensus-based Approach for Both Homogeneous and Heterogeneous Agents. Mach. Intell. Res. Alessandro Giuseppi, Danilo Menegatti, Antonio Pietrabissa
2025	C	`conf`	Reinforcement Learning for Enhanced Path Tracking in Autonomous Vehicles: A Formula SAE Skid-Test Validation. CoDIT Danilo Menegatti, Francesco Luzi, Francesco Pappalardo, Antonio Pietrabissa, Alessandro Giuseppi
2025	C	`conf`	Safe Data-Driven Optimal control for type-1 Diabetes. CoDIT Mohab M. H. Atanasious, Valentina Becchetti, Alessandro Giuseppi
2025	J	`jnl`	Tractable Data-Driven Model Predictive Control Using One-Step Neural Networks Predictors. IEEE Trans Autom. Sci. Eng. Danilo Menegatti, Alessandro Giuseppi, Antonio Pietrabissa
2024	C	`conf`	A Cooperative Feature Removal Mechanism for Cell Outage Detection in Wireless Telecommunication Networks. CRITIS Andrea Wrona, Simone Gentile, Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa, Francesco Delli Priscoli
2024	—	`conf`	ARIES: An Intelligent System for Landslide and Wildfire Risk Management. MED Alessandro Giuseppi, Antonio Di Paola, Alessandro Santopaolo, Syed Saad Saif, Federico Fiorini, Antonio Pietrabissa
2024	C	`conf`	AdaLightLog: Enhancing Application Logs Anomaly Detection via Adaptive Federating Learning. CRITIS Danilo Menegatti, Emanuele De Santis, Stefano Felli, Alessandro Giuseppi
2024	—	`conf`	Deep Reinforcement Learning Platooning Control of Non-Cooperative Autonomous Vehicles in a Mixed Traffic Environment. CASE Danilo Menegatti, Andrea Wrona, Antonio Di Paola, Simone Gentile, Alessandro Giuseppi
2024	—	`conf`	Dynamic Mode Decomposition for Individualized Model Predictive Control with Application to Type 1 Diabetes. MED Valentina Becchetti, Mohab M. H. Atanasious, Danilo Menegatti, Federico Baldisseri, Alessandro Giuseppi
2024	B	`conf`	Dynamic Topology Optimization for Efficient and Decentralised Federated Learning. IEEE Big Data Danilo Menegatti, Alessandro Giuseppi, Cecilia Poli, Antonio Pietrabissa
2024	J	`jnl`	Identifying chaotic dynamics in noisy time series through multimodal deep neural networks. Mach. Learn. Sci. Technol. Alessandro Giuseppi, Danilo Menegatti, Antonio Pietrabissa
2023	J	`jnl`	A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning. IEEE Access Danilo Menegatti, Alessandro Giuseppi, Sabato Manfredi, Antonio Pietrabissa
2023	—	`conf`	Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation. MED Federico Baldisseri, Edoardo Montecchiani, Arturo Maiani, Danilo Menegatti, Alessandro Giuseppi, Antonio Pietrabissa, Vincenzo Fogliati, Francesco Delli Priscoli
2023	—	`conf`	Deep Image Inpainting to Support Endoscopic Procedures. MED Danilo Menegatti, Filippo Betello, Francesco Delli Priscoli, Alessandro Giuseppi
2023	—	`conf`	Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning. MED Alessandro Giuseppi, Leonardo Pio Lo Porto, Andrea Wrona, Danilo Menegatti
2023	—	`conf`	Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning. MED Danilo Menegatti, Antonio Pietrabissa, Sabato Manfredi, Alessandro Giuseppi
2023	J	`jnl`	Stability and Wardrop Equilibria of Noncooperative Routing With Time-Varying Load. IEEE Trans. Autom. Control. Alessandro Giuseppi, Antonio Pietrabissa
2023	—	`conf`	Stability of Non-Cooperative Load Balancing with Time-Varying Latency. CDC Alessandro Giuseppi, Danilo Menegatti, Antonio Pietrabissa
2023	—	`conf`	Vertically-Advised Federated Learning for Multi-Strategic Stock Predictions through Stochastic Attention-based LSTM. MED Danilo Menegatti, Emanuele Ciccarelli, Michele Viscione, Alessandro Giuseppi
2022	—	`conf`	5G-ALLSTAR: Beyond 5G Satellite-Terrestrial Multi-Connectivity. EuCNC Nicolas Cassiau, Ilgyu Kim, Emilio Calvanese Strinati, Gosan Noh, Antonio Pietrabissa, Fabrice Arnal, Guido Casati, Taesang Choi, You-Jun Choi, Heesang Chung, Sylvain Colombero, Pierre Dal Zotto, Emanuele De Santis, Jean-Baptiste Doré, Alessandro Giuseppi, Jean-Michel Houssin, Junhyeong Kim, Marc Laugeois, Federico Pigni, Xavier Popon, Leszek Raschkowski, Marjorie Thary, Seok Ho Won
2022	—	`conf`	A Distributed Average Cost Reinforcement Learning approach for Power Control in Wireless 5G Networks. AIIoT Antonio Ornatelli, Alessandro Giuseppi, Andrea Tortorelli
2022	J	`jnl`	A Weighted Average Consensus Approach for Decentralized Federated Learning. Int. J. Autom. Comput. Alessandro Giuseppi, Sabato Manfredi, Antonio Pietrabissa
2022	J	`jnl`	A decision support tool for optimal configuration of critical infrastructures. Int. J. Crit. Infrastructures Andrea Tortorelli, Andrea Fiaschetti, Roberto Germanà, Alessandro Giuseppi, Vincenzo Suraci, Andrea Andreani, Francesco Delli Priscoli
2022	—	`conf`	Automated Optical Inspection for Printed Circuit Board Assembly Manufacturing with Transfer Learning and Synthetic Data Generation. MED Syed Saad Saif, Kerem Aras, Alessandro Giuseppi
2022	J	`jnl`	Bellman's principle of optimality and deep reinforcement learning for time-varying tasks. Int. J. Control Alessandro Giuseppi, Antonio Pietrabissa
2022	J	`jnl`	Decentralised Federated Learning for Hospital Networks With Application to COVID-19 Detection. IEEE Access Alessandro Giuseppi, Sabato Manfredi, Danilo Menegatti, Cecilia Poli, Antonio Pietrabissa
2022	—	`conf`	Decentralized Federated Learning for Nonintrusive Load Monitoring in Smart Energy Communities. MED Alessandro Giuseppi, Sabato Manfredi, Danilo Menegatti, Antonio Pietrabissa, Cecilia Poli
2022	—	`conf`	Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions. MED Danilo Menegatti, Alessandro Giuseppi, Antonio Pietrabissa
2022	—	`conf`	Optimal Energy Storage System Placement for Robust Stabilization of Power Systems Against Dynamic Load Altering Attacks. MED Roberto Germanà, Alessandro Giuseppi, Antonio Pietrabissa, Alessandro Di Giorgio
2022	J	`jnl`	Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection. Int. J. Autom. Comput. Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa, Michael Capponi, Francesco Delli Priscoli
2021	—	`conf`	AdaFed: Performance-based Adaptive Federated Learning. ICAAI Alessandro Giuseppi, Lucrezia Della Torre, Danilo Menegatti, Antonio Pietrabissa
2021	J	`jnl`	Capacity-constrained Wardrop equilibria and application to multi-connectivity in 5G networks. J. Frankl. Inst. Francesco Delli Priscoli, Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa
2021	—	`conf`	Forest Fire Risk Prediction from Satellite Data with Convolutional Neural Networks. MED Alessandro Santopaolo, Syed Saad Saif, Antonio Pietrabissa, Alessandro Giuseppi
2021	—	`conf`	Hierarchical RL for Load Balancing and QoS Management in Multi-Access Networks. MED Antonio Ornatelli, Andrea Tortorelli, Alessandro Giuseppi, Francesco Delli Priscoli
2021	J	`jnl`	Wardrop Equilibrium in Discrete-Time Selfish Routing With Time-Varying Bounded Delays. IEEE Trans. Autom. Control. Alessandro Giuseppi, Antonio Pietrabissa
2020	—	`conf`	5G-ALLSTAR: An Integrated Satellite-Cellular System for 5G and Beyond. WCNC Workshops Junhyeong Kim, Guido Casati, Antonio Pietrabissa, Alessandro Giuseppi, Emilio Calvanese Strinati, Nicolas Cassiau, Gosan Noh, Hee-Sang Chung, Ilgyu Kim, Marjorie Thary, Jean-Michel Houssin, Federico Pigni, Sylvain Colombero, Pierre Dal Zotto, Leszek Raschkowski, Stephan Jaeckel
2020	J	`jnl`	6G in the Sky: On-Demand Intelligence at the Edge of 3D Networks. CoRR Emilio Calvanese Strinati, Sergio Barbarossa, Taesang Choi, Antonio Pietrabissa, Alessandro Giuseppi, Emanuele De Santis, Josep Vidal, Zdenek Becvar, Thomas Haustein, Nicolas Cassiau, Francesca Costanzo, Junhyeong Kim, Ilgyu Kim
2020	J	`jnl`	A security metric for assessing the security level of critical infrastructures. Int. J. Crit. Comput. Based Syst. Andrea Tortorelli, Andrea Fiaschetti, Alessandro Giuseppi, Vincenzo Suraci, Roberto Germanà, Francesco Delli Priscoli
2020	J	`jnl`	Automatic Transportation Mode Recognition on Smartphone Data Based on Deep Neural Networks. Sensors Francesco Delli Priscoli, Alessandro Giuseppi, Federico Lisi
2020	J	`jnl`	Chance-Constrained Control With Lexicographic Deep Reinforcement Learning. IEEE Control. Syst. Lett. Alessandro Giuseppi, Antonio Pietrabissa
2020	J	`jnl`	Chance-Constrained Control with Lexicographic Deep Reinforcement Learning. CoRR Alessandro Giuseppi, Antonio Pietrabissa
2020	—	`conf`	Controlled Optimal Black Start Procedures in Smart Grids for Service Restoration in Presence of Electrical Storage Systems. MED Alessandro Giuseppi, Antonio Pietrabissa, Francesco Liberati, Alessandro Di Giorgio
2020	—	`conf`	Design and Simulation of the Multi-RAT Load-balancing Algorithms for 5G-ALLSTAR Systems. ICTC Alessandro Giuseppi, Syed Maaz Shahid, Emanuele De Santis, Seok Ho Won, Sungoh Kwon, Taesang Choi
2020	J	`jnl`	Efficient and Risk-Aware Control of Electricity Distribution Grids. IEEE Syst. J. Francesco Liberati, Alessandro Di Giorgio, Alessandro Giuseppi, Antonio Pietrabissa, Francesco Delli Priscoli
2020	—	`conf`	Ensuring the Stability of Power Systems Against Dynamic Load Altering Attacks: A Robust Control Scheme Using Energy Storage Systems. ECC Roberto Germanà, Alessandro Giuseppi, Alessandro Di Giorgio
2020	—	`conf`	Iterative MPC for Energy Management and Load Balancing in 5G Heterogeneous Networks. UEMCON Antonio Ornatelli, Andrea Tortorelli, Alessandro Giuseppi
2020	—	`conf`	Management and Orchestration Architecture for Integrated Access of Satellite and Terrestrial in 5G. ICOIN Taesang Choi, Seok Ho Won, Alessandro Giuseppi, Antonio Pietrabissa, Sungoh Kwon
2020	—	`conf`	Network Selection in 5G Networks Based on Markov Games and Friend-or-Foe Reinforcement Learning. WCNC Workshops Alessandro Giuseppi, Emanuele De Santis, Francesco Delli Priscoli, Seok Ho Won, Taesang Choi, Antonio Pietrabissa
2020	J	`jnl`	Operations Management of Satellite Launch Centers. CoRR Andrea Tortorelli, Alessandro Giuseppi, Federico Lisi, Emanuele De Santis, Francesco Liberati
2020	—	`conf`	Traffic Steering and Network Selection in 5G Networks based on Reinforcement Learning. ECC Francesco Delli Priscoli, Alessandro Giuseppi, Francesco Liberati, Antonio Pietrabissa
2020	—	`conf`	User-aware centralized resource allocation in heterogeneous networks. MED Antonio Ornatelli, Alessandro Giuseppi, Vincenzo Suraci, Andrea Tortorelli
2019	B	`conf`	Decentralised Model Predictive Control of Electric Vehicles Charging. SMC Alessandro Di Giorgio, Alessandro Giuseppi, Roberto Germanà, Francesco Liberati
2019	J	`jnl`	Lyapunov-Based Design of a Distributed Wardrop Load-Balancing Algorithm With Application to Software-Defined Networking. IEEE Trans. Control. Syst. Technol. Antonio Pietrabissa, Lorenzo Ricciardi Celsi, Federico Cimorelli, Vincenzo Suraci, Francesco Delli Priscoli, Alessandro Di Giorgio, Alessandro Giuseppi, Salvatore Monaco
2019	B	`conf`	Model Predictive Control of Energy Storage Systems for Power Regulation in Electricity Distribution Networks. SMC Alessandro Giuseppi, Emanuele De Santis, Alessandro Di Giorgio
2019	—	`conf`	Securing Cyber-Physical Systems: An Optimization Framework based on OSSTMM and Genetic Algorithms. MED Alessandro Giuseppi, Andrea Tortorelli, Roberto Germanà, Francesco Liberati, Andrea Fiaschetti
2018	—	`conf`	A Game-Theoretical Approach to Cyber-Security of Critical Infrastructures Based on Multi-Agent Reinforcement Learning. MED Martina Panfili, Alessandro Giuseppi, Andrea Fiaschetti, Homoud B. Al-Jibreen, Antonio Pietrabissa, Francesco Delli Priscoli
2018	—	`conf`	Distributed Wardrop Load Balancing in Multi-MTU SCADA Systems. MED Vincenzo Suraci, Lorenzo Ricciardi Celsi, Alessandro Giuseppi, Gioacchino Manfredi, Alessandro Di Giorgio
2018	J	`jnl`	Integrated protection of industrial control systems from cyber-attacks: the ATENA approach. Int. J. Crit. Infrastructure Prot. Florian Adamsky, Matthieu Aubigny, Federica Battisti, Marco Carli, Federico Cimorelli, Tiago Cruz, Alessandro Di Giorgio, Chiara Foglietta, A. Galli, Alessandro Giuseppi, Francesco Liberati, Alessandro Neri, Stefano Panzieri, Federica Pascucci, Jorge Proença, P. Pucci, Luís Rosa, Ridha Soua
2018	C	`conf`	Nearly Zero Energy Building Model Predictive Control for efficient heating. IAS Luigi Martirano, Emanuele Habib, Alessandro Giuseppi, Alessandro Di Giorgio
2018	—	`conf`	Risk Adverse Virtual Power Plant Control in Unsecure Power Systems. MED Alessandro Giuseppi, Roberto Germanà, Alessandro Di Giorgio
2017	—	`conf`	A distributed wardrop control algorithm for load balancing in smart grids. MED Vincenzo Suraci, Lorenzo Ricciardi Celsi, Alessandro Giuseppi, Alessandro Di Giorgio
2017	J	`jnl`	An approximate dynamic programming approach to resource management in multi-cloud scenarios. Int. J. Control Antonio Pietrabissa, Francesco Delli Priscoli, Alessandro Di Giorgio, Alessandro Giuseppi, Martina Panfili, Vincenzo Suraci
2017	—	`conf`	Controlled electricity distribution network black start with energy storage system support. MED Alessandro Di Giorgio, Alessandro Giuseppi, Francesco Liberati, Antonio Pietrabissa
2017	—	`conf`	On the optimization of energy storage system placement for protecting power transmission grids against dynamic load altering attacks. MED Alessandro Di Giorgio, Alessandro Giuseppi, Francesco Liberati, Antonio Ornatelli, Antonio Rabezzano, Lorenzo Ricciardi Celsi
2017	J	`jnl`	Stochastic and exact methods for service mapping in virtualized network infrastructures. Int. J. Netw. Manag. Francesco Liberati, Alessandro Giuseppi, Antonio Pietrabissa, Vincenzo Suraci, Alessandro Di Giorgio, Marco Trubian, David Dietrich, Panagiotis Papadimitriou, Francesco Delli Priscoli
2016	B	`conf`	TeNOR: Steps towards an orchestration platform for multi-PoP NFV deployment. NetSoft Jordi Ferrer Riera, Josep Batalle, José Bonnet, Miguel Dias, Michael J. McGrath, Giuseppe Petralia, Francesco Liberati, Alessandro Giuseppi, Antonio Pietrabissa, Alberto Ceselli, Alessandro Petrini, Marco Trubian, Panagiotis Papadimitriou, David Dietrich, Aurora Ramos, Javier Melian, George Xilouris, Akis Kourtis, Tassos Kourtis, Evangelos K. Markakis