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Khouloud Abdelli

Threat Classification on Deployed Optical Networks Using MIMO Digital Fiber Sensing, Wavelets, and Machine Learning

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Sep 05, 2024
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Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks

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Sep 05, 2024
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Fault Monitoring in Passive Optical Networks using Machine Learning Techniques

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Jul 08, 2023
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Faulty Branch Identification in Passive Optical Networks using Machine Learning

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Apr 03, 2023
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A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication

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Nov 05, 2022
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Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder

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Nov 05, 2022
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Machine Learning based Laser Failure Mode Detection

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Mar 19, 2022
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Machine Learning based Data Driven Diagnostic and Prognostic Approach for Laser Reliability Enhancement

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Mar 19, 2022
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Lifetime Prediction of 1550 nm DFB Laser using Machine learning Techniques

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Mar 19, 2022
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Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks

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Mar 19, 2022
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