Matteo Lonardi

19 papers Journal 5Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Detection of Fiber Macro-Bending Anomalous Events in Operator Networks. OFC Petros Ramantanis, Sébastien Bigo, Fabien Boitier, Armen Aghasaryan, Camille Delezoide, Matteo Lonardi, Patricia Layec, Allain Legacy, Sylvain Chenard, Eliana Vercelli, Giovanni Bellotti
2025	—	`conf`	Dual-Mentor Guided Incremental Learning for Robust Anomaly Detection in Optical Networks. OFC Khouloud Abdelli, Matteo Lonardi, Fabien Boitier, D. Correa, Jürgen Gripp, S. Olsson, Patricia Layec
2024	—	`conf`	Anomaly Detection and Localization in Optical Networks Using Vision Transformer and SOP Monitoring. OFC Khouloud Abdelli, Matteo Lonardi, Jürgen Gripp, Diego Correa, Samuel Olsson, Fabien Boitier, Patricia Layec
2024	—	`conf`	Computer Vision for Anomaly Detection in Optical Networks with State of Polarization Image Data: Opportunities and Challenges. ICTON Khouloud Abdelli, Matteo Lonardi, Jürgen Gripp, Samuel Olsson, Fabien Boitier, Patricia Layec
2024	—	`conf`	Machine Learning-Driven Low-Complexity Optical Power Optimization for Point-to-Point Links. OFC Isaia Andrenacci, Matteo Lonardi, Petros Ramantanis, Elie Awwad, Ekhiñe Irurozki, Stéphan Clémençon, Paolo Serena, Chiara Lasagni, Sébastien Bigo, Patricia Layec
2024	J	`jnl`	Machine-learning-based technique to establish ASE or Kerr impairment dominance in optical transmission. J. Opt. Commun. Netw. Isaia Andrenacci, Matteo Lonardi, Petros Ramantanis, Elie Awwad, Ekhiñe Irurozki, Stéphan Clémençon, Sylvain Almonacil
2024	J	`jnl`	Risky event classification leveraging transfer learning for very limited datasets in optical networks. J. Opt. Commun. Netw. Khouloud Abdelli, Matteo Lonardi, Jürgen Gripp, Samuel Olsson, Fabien Boitier, Patricia Layec
2024	J	`jnl`	Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks. CoRR Khouloud Abdelli, Matteo Lonardi, Jürgen Gripp, Samuel Olsson, Fabien Boitier, Patricia Layec
2024	J	`jnl`	Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks. CoRR Khouloud Abdelli, Matteo Lonardi, Jürgen Gripp, Samuel Olsson, Fabien Boitier, Patricia Layec
2023	—	`conf`	Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation. ONDM Isaia Andrenacci, Matteo Lonardi, Petros Ramantanis, Elie Awwad, Ekhiñe Irurozki, Stéphan Clémençon
2023	—	`conf`	Locating Fiber Loss Anomalies with a Receiver-side Monitoring Algorithm exploiting Cross-Phase Modulation. OFC Paolo Serena, Chiara Lasagni, Alberto Bononi, Fabien Boitier, Alix May, Petros Ramantanis, Matteo Lonardi
2022	—	`conf`	Non-Linear Effects of WDM Transmission versus Optical Routing Impairments: Does One Prevail at Network Level? OFC Thierry Zami, Matteo Lonardi, Nicola Rossi, Bruno Lavigne
2021	—	`conf`	Estimating Network Components Polarization-Dependent Loss Using Performance Statistical Measurements. ECOC Joana Girard-Jollet, Matteo Lonardi, Petros Ramantanis, Paolo Serena, Chiara Lasagni, Patricia Layec, Jean-Christophe Antona
2021	—	`conf`	Kerr Nonlinearity Dominance Diagnostic for Polarization-Dependent Loss Impaired Optical Transmissions. ECOC Matteo Lonardi, Paolo Serena, Petros Ramantanis, Nicola Rossi, Simone Musetti
2021	J	`jnl`	Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks. JOCN Matteo Lonardi, Jelena Pesic, Thierry Zami, Emmanuel Seve, Nicola Rossi
2020	—	`conf`	How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks. OFC Jelena Pesic, Matteo Lonardi, Nicola Rossi, Thierry Zami, Emmanuel Seve, Yvan Pointurier
2020	—	`conf`	Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks. ECOC Jelena Pesic, Matteo Lonardi, Emmanuel Seve, Nicola Rossi, Thierry Zami
2019	—	`conf`	Power Spectral Density Estimation in Dispersion Unmanaged Coherent Metro Networks. OFC Matteo Lonardi, Petros Ramantanis, Philippe Jennevé, Sébastien Bigo
2017	—	`conf`	Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission. ECOC Matteo Lonardi, Gianluca Guerra, Leonardo Marcon, Reza Mirzaei Nejad, Marco Santagiustina, Andrea Galtarossa, Leslie A. Rusch, Alberto Bononi, Luca Palmieri