Matteo Lonardi
According to our database1,
Matteo Lonardi
authored at least 16 papers
between 2017 and 2024.
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Bibliography
2024
Risky event classification leveraging transfer learning for very limited datasets in optical networks.
J. Opt. Commun. Netw., 2024
Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks.
CoRR, 2024
Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks.
CoRR, 2024
Machine Learning-Driven Low-Complexity Optical Power Optimization for Point-to-Point Links.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Anomaly Detection and Localization in Optical Networks Using Vision Transformer and SOP Monitoring.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Computer Vision for Anomaly Detection in Optical Networks with State of Polarization Image Data: Opportunities and Challenges.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024
2023
Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation.
Proceedings of the International Conference on Optical Network Design and Modeling, 2023
Locating Fiber Loss Anomalies with a Receiver-side Monitoring Algorithm exploiting Cross-Phase Modulation.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
2022
Non-Linear Effects of WDM Transmission versus Optical Routing Impairments: Does One Prevail at Network Level?
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
2021
Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks.
JOCN, 2021
Kerr Nonlinearity Dominance Diagnostic for Polarization-Dependent Loss Impaired Optical Transmissions.
Proceedings of the European Conference on Optical Communication, 2021
Estimating Network Components Polarization-Dependent Loss Using Performance Statistical Measurements.
Proceedings of the European Conference on Optical Communication, 2021
2020
How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks.
Proceedings of the European Conference on Optical Communications, 2020
2019
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
2017
Proceedings of the European Conference on Optical Communication, 2017