Claudio Passera

According to our database, Claudio Passera authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach.

Nicola Di Cicco, Memedhe Ibrahimi, Francesco Musumeci, Federica Bruschetta, Michele Milano, Claudio Passera, Massimo Tornatore

IEEE Trans. Netw. Serv. Manag., October, 2024

ASAP Hardware Failure-Cause Identification in Microwave Networks Using Venn-Abers Predictors.

Nicola Di Cicco, Memedhe Ibrahimi, Omran Ayoub, Federica Bruschetta, Michele Milano, Claudio Passera, Francesco Musumeci

IEEE Trans. Netw. Serv. Manag., October, 2024

2022

Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks.

Omran Ayoub, Nicola Di Cicco, Fatima Ezzeddine, Federica Bruschetta, Roberto Rubino, Massimo Nardecchia, Michele Milano, Francesco Musumeci, Claudio Passera, Massimo Tornatore

Comput. Networks, 2022

Federated-Learning-Assisted Failure-Cause Identification in Microwave Networks.

Tara Tandel, Omran Ayoub, Francesco Musumeci, Claudio Passera, Massimo Tornatore

Proceedings of the 12th International Workshop on Resilient Networks Design and Modeling, 2022

On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks.

Omran Ayoub, Francesco Musumeci, Fatima Ezzeddine, Claudio Passera, Massimo Tornatore

Proceedings of the 25th Conference on Innovation in Clouds, Internet and Networks, 2022

2021

Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks.

Francesco Musumeci, Luca Magni, Omran Ayoub, Roberto Rubino, Massimiliano Capacchione, Gabriele Rigamonti, Michele Milano, Claudio Passera, Massimo Tornatore

IEEE Trans. Netw. Serv. Manag., 2021