Khouloud Abdelli
According to our database1,
Khouloud Abdelli
authored at least 33 papers
between 2019 and 2024.
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Collaborative distances:
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Bibliography
2024
Risky event classification leveraging transfer learning for very limited datasets in optical networks.
J. Opt. Commun. Netw., 2024
Threat Classification on Deployed Optical Networks Using MIMO Digital Fiber Sensing, Wavelets, and Machine Learning.
CoRR, 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
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
JOCN, 2023
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023
2022
Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder.
CoRR, 2022
A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication.
CoRR, 2022
CoRR, 2022
Convolutional Neural Networks for Reflective Event Detection and Characterization in Fiber Optical Links Given Noisy OTDR Signals.
CoRR, 2022
Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory.
CoRR, 2022
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
2021
JOCN, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the Secure IT Systems - 26th Nordic Conference, NordSec 2021, Virtual Event, 2021
Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks.
Proceedings of the European Conference on Optical Communication, 2021
2020
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Machine Learning Based Data Driven Diagnostic and Prognostic Approach for Laser Reliability Enhancement.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020
2019
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019