Alessandro Giuseppi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 57

Top Topics

Reinforcement Learning

Weighted Average

Top Venues

Int. J. Autom. Comput.

Publications

Alessandro Giuseppi, Antonio Di Paola, Alessandro Santopaolo, Syed Saad Saif, Federico Fiorini, Antonio Pietrabissa
ARIES: An Intelligent System for Landslide and Wildfire Risk Management. MED (2024)
Valentina Becchetti, Mohab M. H. Atanasious, Danilo Menegatti, Federico Baldisseri, Alessandro Giuseppi
Dynamic Mode Decomposition for Individualized Model Predictive Control with Application to Type 1 Diabetes. MED (2024)
Alessandro Giuseppi, Danilo Menegatti, Antonio Pietrabissa
Stability of Non-Cooperative Load Balancing with Time-Varying Latency. CDC (2023)
Danilo Menegatti, Emanuele Ciccarelli, Michele Viscione, Alessandro Giuseppi
Vertically-Advised Federated Learning for Multi-Strategic Stock Predictions through Stochastic Attention-based LSTM. MED (2023)
Danilo Menegatti, Antonio Pietrabissa, Sabato Manfredi, Alessandro Giuseppi
Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning. MED (2023)
Alessandro Giuseppi, Leonardo Pio Lo Porto, Andrea Wrona, Danilo Menegatti
Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning. MED (2023)
Alessandro Giuseppi, Antonio Pietrabissa
Stability and Wardrop Equilibria of Noncooperative Routing With Time-Varying Load. IEEE Trans. Autom. Control. 68 (6) (2023)
Danilo Menegatti, Filippo Betello, Francesco Delli Priscoli, Alessandro Giuseppi
Deep Image Inpainting to Support Endoscopic Procedures. MED (2023)
Federico Baldisseri, Edoardo Montecchiani, Arturo Maiani, Danilo Menegatti, Alessandro Giuseppi, Antonio Pietrabissa, Vincenzo Fogliati, Francesco Delli Priscoli
Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation. MED (2023)
Danilo Menegatti, Alessandro Giuseppi, Sabato Manfredi, Antonio Pietrabissa
A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning. IEEE Access 11 (2023)
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
5G-ALLSTAR: Beyond 5G Satellite-Terrestrial Multi-Connectivity. EuCNC (2022)
Alessandro Giuseppi, Sabato Manfredi, Danilo Menegatti, Cecilia Poli, Antonio Pietrabissa
Decentralised Federated Learning for Hospital Networks With Application to COVID-19 Detection. IEEE Access 10 (2022)
Alessandro Giuseppi, Sabato Manfredi, Antonio Pietrabissa
A Weighted Average Consensus Approach for Decentralized Federated Learning. Int. J. Autom. Comput. 19 (4) (2022)
Antonio Ornatelli, Alessandro Giuseppi, Andrea Tortorelli
A Distributed Average Cost Reinforcement Learning approach for Power Control in Wireless 5G Networks. AIIoT (2022)
Andrea Tortorelli, Andrea Fiaschetti, Roberto Germanà, Alessandro Giuseppi, Vincenzo Suraci, Andrea Andreani, Francesco Delli Priscoli
A decision support tool for optimal configuration of critical infrastructures. Int. J. Crit. Infrastructures 18 (2) (2022)
Syed Saad Saif, Kerem Aras, Alessandro Giuseppi
Automated Optical Inspection for Printed Circuit Board Assembly Manufacturing with Transfer Learning and Synthetic Data Generation. MED (2022)
Alessandro Giuseppi, Sabato Manfredi, Danilo Menegatti, Antonio Pietrabissa, Cecilia Poli
Decentralized Federated Learning for Nonintrusive Load Monitoring in Smart Energy Communities. MED (2022)
Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa, Michael Capponi, Francesco Delli Priscoli
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection. Int. J. Autom. Comput. 19 (2) (2022)
Alessandro Giuseppi, Antonio Pietrabissa
Bellman's principle of optimality and deep reinforcement learning for time-varying tasks. Int. J. Control 95 (9) (2022)
Danilo Menegatti, Alessandro Giuseppi, Antonio Pietrabissa
Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions. MED (2022)
Roberto Germanà, Alessandro Giuseppi, Antonio Pietrabissa, Alessandro Di Giorgio
Optimal Energy Storage System Placement for Robust Stabilization of Power Systems Against Dynamic Load Altering Attacks. MED (2022)
Alessandro Santopaolo, Syed Saad Saif, Antonio Pietrabissa, Alessandro Giuseppi
Forest Fire Risk Prediction from Satellite Data with Convolutional Neural Networks. MED (2021)
Alessandro Giuseppi, Antonio Pietrabissa
Wardrop Equilibrium in Discrete-Time Selfish Routing With Time-Varying Bounded Delays. IEEE Trans. Autom. Control. 66 (2) (2021)
Alessandro Giuseppi, Lucrezia Della Torre, Danilo Menegatti, Antonio Pietrabissa
AdaFed: Performance-based Adaptive Federated Learning. ICAAI (2021)
Antonio Ornatelli, Andrea Tortorelli, Alessandro Giuseppi, Francesco Delli Priscoli
Hierarchical RL for Load Balancing and QoS Management in Multi-Access Networks. MED (2021)
Francesco Delli Priscoli, Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa
Capacity-constrained Wardrop equilibria and application to multi-connectivity in 5G networks. J. Frankl. Inst. 358 (17) (2021)
Francesco Delli Priscoli, Alessandro Giuseppi, Francesco Liberati, Antonio Pietrabissa
Traffic Steering and Network Selection in 5G Networks based on Reinforcement Learning. ECC (2020)
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
6G in the Sky: On-Demand Intelligence at the Edge of 3D Networks. CoRR (2020)
Alessandro Giuseppi, Emanuele De Santis, Francesco Delli Priscoli, Seok Ho Won, Taesang Choi, Antonio Pietrabissa
Network Selection in 5G Networks Based on Markov Games and Friend-or-Foe Reinforcement Learning. WCNC Workshops (2020)
Alessandro Giuseppi, Syed Maaz Shahid, Emanuele De Santis, Seok Ho Won, Sungoh Kwon, Taesang Choi
Design and Simulation of the Multi-RAT Load-balancing Algorithms for 5G-ALLSTAR Systems. ICTC (2020)
Andrea Tortorelli, Andrea Fiaschetti, Alessandro Giuseppi, Vincenzo Suraci, Roberto Germanà, Francesco Delli Priscoli
A security metric for assessing the security level of critical infrastructures. Int. J. Crit. Comput. Based Syst. 10 (1) (2020)
Alessandro Giuseppi, Antonio Pietrabissa
Chance-Constrained Control With Lexicographic Deep Reinforcement Learning. IEEE Control. Syst. Lett. 4 (3) (2020)
Antonio Ornatelli, Andrea Tortorelli, Alessandro Giuseppi
Iterative MPC for Energy Management and Load Balancing in 5G Heterogeneous Networks. UEMCON (2020)
Taesang Choi, Seok Ho Won, Alessandro Giuseppi, Antonio Pietrabissa, Sungoh Kwon
Management and Orchestration Architecture for Integrated Access of Satellite and Terrestrial in 5G. ICOIN (2020)
Alessandro Giuseppi, Antonio Pietrabissa, Francesco Liberati, Alessandro Di Giorgio
Controlled Optimal Black Start Procedures in Smart Grids for Service Restoration in Presence of Electrical Storage Systems. MED (2020)
Francesco Delli Priscoli, Alessandro Giuseppi, Federico Lisi
Automatic Transportation Mode Recognition on Smartphone Data Based on Deep Neural Networks. Sensors 20 (24) (2020)
Francesco Liberati, Alessandro Di Giorgio, Alessandro Giuseppi, Antonio Pietrabissa, Francesco Delli Priscoli
Efficient and Risk-Aware Control of Electricity Distribution Grids. IEEE Syst. J. 14 (3) (2020)
Roberto Germanà, Alessandro Giuseppi, Alessandro Di Giorgio
Ensuring the Stability of Power Systems Against Dynamic Load Altering Attacks: A Robust Control Scheme Using Energy Storage Systems. ECC (2020)
Alessandro Giuseppi, Antonio Pietrabissa
Chance-Constrained Control with Lexicographic Deep Reinforcement Learning. CoRR (2020)
Andrea Tortorelli, Alessandro Giuseppi, Federico Lisi, Emanuele De Santis, Francesco Liberati
Operations Management of Satellite Launch Centers. CoRR (2020)
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
5G-ALLSTAR: An Integrated Satellite-Cellular System for 5G and Beyond. WCNC Workshops (2020)
Antonio Ornatelli, Alessandro Giuseppi, Vincenzo Suraci, Andrea Tortorelli
User-aware centralized resource allocation in heterogeneous networks. MED (2020)
Alessandro Di Giorgio, Alessandro Giuseppi, Roberto Germanà, Francesco Liberati
Decentralised Model Predictive Control of Electric Vehicles Charging. SMC (2019)
Alessandro Giuseppi, Emanuele De Santis, Alessandro Di Giorgio
Model Predictive Control of Energy Storage Systems for Power Regulation in Electricity Distribution Networks. SMC (2019)
Antonio Pietrabissa, Lorenzo Ricciardi Celsi, Federico Cimorelli, Vincenzo Suraci, Francesco Delli Priscoli, Alessandro Di Giorgio, Alessandro Giuseppi, Salvatore Monaco
Lyapunov-Based Design of a Distributed Wardrop Load-Balancing Algorithm With Application to Software-Defined Networking. IEEE Trans. Control. Syst. Technol. 27 (5) (2019)
Alessandro Giuseppi, Andrea Tortorelli, Roberto Germanà, Francesco Liberati, Andrea Fiaschetti
Securing Cyber-Physical Systems: An Optimization Framework based on OSSTMM and Genetic Algorithms. MED (2019)
Vincenzo Suraci, Lorenzo Ricciardi Celsi, Alessandro Giuseppi, Gioacchino Manfredi, Alessandro Di Giorgio
Distributed Wardrop Load Balancing in Multi-MTU SCADA Systems. MED (2018)
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
Integrated protection of industrial control systems from cyber-attacks: the ATENA approach. Int. J. Crit. Infrastructure Prot. 21 (2018)
Luigi Martirano, Emanuele Habib, Alessandro Giuseppi, Alessandro Di Giorgio
Nearly Zero Energy Building Model Predictive Control for efficient heating. IAS (2018)
Alessandro Giuseppi, Roberto Germanà, Alessandro Di Giorgio
Risk Adverse Virtual Power Plant Control in Unsecure Power Systems. MED (2018)
Martina Panfili, Alessandro Giuseppi, Andrea Fiaschetti, Homoud B. Al-Jibreen, Antonio Pietrabissa, Francesco Delli Priscoli
A Game-Theoretical Approach to Cyber-Security of Critical Infrastructures Based on Multi-Agent Reinforcement Learning. MED (2018)
Alessandro Di Giorgio, Alessandro Giuseppi, Francesco Liberati, Antonio Pietrabissa
Controlled electricity distribution network black start with energy storage system support. MED (2017)
Alessandro Di Giorgio, Alessandro Giuseppi, Francesco Liberati, Antonio Ornatelli, Antonio Rabezzano, Lorenzo Ricciardi Celsi
On the optimization of energy storage system placement for protecting power transmission grids against dynamic load altering attacks. MED (2017)
Vincenzo Suraci, Lorenzo Ricciardi Celsi, Alessandro Giuseppi, Alessandro Di Giorgio
A distributed wardrop control algorithm for load balancing in smart grids. MED (2017)
Antonio Pietrabissa, Francesco Delli Priscoli, Alessandro Di Giorgio, Alessandro Giuseppi, Martina Panfili, Vincenzo Suraci
An approximate dynamic programming approach to resource management in multi-cloud scenarios. Int. J. Control 90 (3) (2017)
Francesco Liberati, Alessandro Giuseppi, Antonio Pietrabissa, Vincenzo Suraci, Alessandro Di Giorgio, Marco Trubian, David Dietrich, Panagiotis Papadimitriou, Francesco Delli Priscoli
Stochastic and exact methods for service mapping in virtualized network infrastructures. Int. J. Netw. Manag. 27 (6) (2017)
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
TeNOR: Steps towards an orchestration platform for multi-PoP NFV deployment. NetSoft (2016)