Abdelli, Khouloud

Machine-learning-based anomaly detection in optical fiber monitoring

Abdelli, K., Cho, J. Y., Azendorf, F., Griesser, H., Tropschug, C., & Pachnicke, S. (2022) · Journal of Optical Communications and Networking

Optical Network TechnologiesAdvanced Photonic Communication Systems

Cited by 149

Reflective fiber fault detection and characterization using long short-term memory

Abdelli, K., Grießer, H., Ehrle, P., Tropschug, C., & Pachnicke, S. (2021) · Journal of Optical Communications and Networking

Optical Network TechnologiesAdvanced Photonic Communication Systems

Cited by 53

Anomaly Detection and Localization in Optical Networks Using Vision Transformer and SOP Monitoring

Abdelli, K., Lonardi, M., Gripp, J., Correa, D., Olsson, S., Boitier, F., & Layec, P. (2024) · Optical Fiber Communication Conference (OFC) 2024

Optical Network TechnologiesAdvanced Photonic Communication Systems

Cited by 19

Breaking boundaries: harnessing unrelated image data for robust risky event classification with scarce state of polarization data

Abdelli, K., Lonardi, M., Gripp, J., Olsson, S., Boitier, F., & Layec, P. (2023) · IET Conference Proceedings

Domain Adaptation and Few-Shot LearningOptical Polarization and Ellipsometry

Cited by 13

Computer Vision for Anomaly Detection in Optical Networks with State of Polarization Image Data: Opportunities and Challenges

Abdelli, K., Lonardi, M., Gripp, J., Olsson, S., Boitier, F., & Layec, P. (2024) · 2024 24th International Conference on Transparent Optical Networks (ICTON)

Optical Network TechnologiesAnomaly Detection Techniques and Applications

Cited by 1