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2020 – today
- 2025
[j10]Luca Barbieri
, Sanaz Kianoush, Monica Nicoli, Luigi Serio, Stefano Savazzi:
A Close Look at the Communication Efficiency and the Energy Footprints of Robust Federated Learning in Industrial IoT. IEEE Internet Things J. 12(11): 15130-15150 (2025)- [c9]Marc Molina Van De Bosch, Andrea Protani, Riccardo Taiello, Lorenzo Giusti, Matilde Carvalho Costa, Ioannis Stathopoulos, Efstathios P. Efstathopoulos, Diogo Reis Santos, Miguel Ángel González Ballester, Luigi Serio:
The Interplay Between Explainability and Differential Privacy in Federated Healthcare. BRIDGE/DeCaF@MICCAI 2025: 131-142 - [c8]Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Friedhelm Hummel, Luigi Serio:
Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-modal MRI. GRAIL/RIME@MICCAI 2025: 162-171 - [c7]Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio:
Federated GNNs for EEG-Based Stroke Assessment. UniReps 2025: 55-68 - [i8]Lorenzo Giusti, Ole Anton Werner, Riccardo Taiello, Matilde Carvalho Costa, Emre Tosun, Andrea Protani, Marc Molina, Rodrigo Lopes de Almeida, Paolo Cacace, Diogo Reis Santos, Luigi Serio:
Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI. CoRR abs/2509.20175 (2025) - 2024
- [j9]Ioannis Stathopoulos, Luigi Serio, Efstratios Karavasilis, Maria Anthi Kouri, Georgios Velonakis, Nikolaos Kelekis, Efstathios P. Efstathopoulos:
Evaluating Brain Tumor Detection with Deep Learning Convolutional Neural Networks Across Multiple MRI Modalities. J. Imaging 10(12): 296 (2024) - [j8]Ioannis Stathopoulos, Roman Stoklasa, Maria Anthi Kouri, Georgios Velonakis, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Luigi Serio:
Exploring Multi-Pathology Brain Segmentation: From Volume-Based to Component-Based Deep Learning Analysis. J. Imaging 11(1): 6 (2024) - [c6]Andrea Protani, Lorenzo Giusti, Chiara Iacovelli, Albert Sund Aillet, Diogo Reis Santos, Giuseppe Reale, Aurelia Zauli, Marco Moci, Marta Garbuglia, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio:
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. HealthCom 2024: 1-7 - [c5]Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio:
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. HealthCom 2024: 1-7 - [c4]Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio:
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. HealthCom 2024: 1-4 - [c3]Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio:
Brain MRI Screening Tool with Federated Learning. ISBI 2024: 1-5 - [c2]Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Usevalad Milasheuski, Sanaz Kianoush, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio:
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. WiMob 2024: 124-129 - [i7]Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio:
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. CoRR abs/2404.11698 (2024) - [i6]Andrea Protani, Lorenzo Giusti, Chiara Iacovelli, Albert Sund Aillet, Diogo Reis Santos, Giuseppe Reale, Aurelia Zauli, Marco Moci, Marta Garbuglia, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio:
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. CoRR abs/2410.07199 (2024) - [i5]Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio:
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. CoRR abs/2410.13869 (2024) - [i4]Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio:
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. CoRR abs/2410.19781 (2024) - [i3]Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio:
Federated GNNs for EEG-Based Stroke Assessment. CoRR abs/2411.02286 (2024) - 2023
- [c1]Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio:
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CAMAD 2023: 213-218 - [i2]Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio:
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CoRR abs/2310.08087 (2023) - [i1]Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio:
Brain MRI Screening Tool with Federated Learning. CoRR abs/2311.14086 (2023) - 2022
- [j7]Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio:
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation. IEEE Access 10: 8693-8708 (2022) - [j6]Federico Antonello, Piero Baraldi, Enrico Zio, Luigi Serio:
A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data. IEEE Syst. J. 16(4): 5777-5786 (2022) - 2021
- [j5]Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio:
A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data. Expert Syst. Appl. 170: 114560 (2021) - [j4]Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio:
Association rules extraction for the identification of functional dependencies in complex technical infrastructures. Reliab. Eng. Syst. Saf. 209: 107305 (2021) - 2020
- [j3]Piero Baraldi, Andrea Castellano, Ahmed Shokry, Ugo Gentile, Luigi Serio, Enrico Zio:
A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider. Reliab. Eng. Syst. Saf. 201: 106974 (2020)
2010 – 2019
- 2019
- [j2]Ugo Gentile, Luigi Serio:
Survey on international standards and best practices for patch management of complex industrial control systems: the critical infrastructure of particle accelerators case study. Int. J. Crit. Comput. Based Syst. 9(1/2): 115-132 (2019) - 2018
- [j1]Luigi Serio, Piero Tedeschi, Giovanni Ursino:
Making Sense of (Ultra) Low-Cost Flights Vertical Differentiation in Two-Sided Markets. Manag. Sci. 64(1): 401-420 (2018)
Coauthor Index
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