Luigi Serio

According to our database, Luigi Serio authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.

Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio

CoRR, 2024

Brain MRI Screening Tool with Federated Learning.

Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Brain MRI Screening Tool with Federated Learning.

Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio

CoRR, 2023

A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.

Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio

Proceedings of the 28th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks , 2023

2022

A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data.

Federico Antonello, Piero Baraldi, Enrico Zio, Luigi Serio

IEEE Syst. J., 2022

Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation.

Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio

IEEE Access, 2022

2021

Association rules extraction for the identification of functional dependencies in complex technical infrastructures.

Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio

Reliab. Eng. Syst. Saf., 2021

A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data.

Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio

Expert Syst. Appl., 2021

2020

A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider.

Piero Baraldi, Andrea Castellano, Ahmed Shokry, Ugo Gentile, Luigi Serio, Enrico Zio

Reliab. Eng. Syst. Saf., 2020

2019

Survey on international standards and best practices for patch management of complex industrial control systems: the critical infrastructure of particle accelerators case study.

Ugo Gentile, Luigi Serio

Int. J. Crit. Comput. Based Syst., 2019

2018

Making Sense of (Ultra) Low-Cost Flights Vertical Differentiation in Two-Sided Markets.

Luigi Serio, Piero Tedeschi, Giovanni Ursino

Manag. Sci., 2018