Khouloud Abdelli

Machine-learning-based anomaly detection in optical fiber monitoring

Khouloud Abdelli, Joo Yeon Cho, Florian Azendorf et al. · Journal of Optical Communications and Networking · 2022 · 122 citations · Full text

Computing, Computer Science, Information Technology +17

Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory

Khouloud Abdelli, Helmut Grieser, Carsten Tropschug et al. · Journal of Lightwave Technology · 2021 · 53 citations · Full text

Computing, Computer Science, Biomedical Signal Processing +16

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

Khouloud Abdelli, Helmut Grießer, Peter Ehrle et al. · Journal of Optical Communications and Networking · 2021 · 45 citations · Full text

Engineering, Data Science, Systems Engineering +17

A Machine Learning-Based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication

Khouloud Abdelli, Helmut Grieser, Stephan Pachnicke · Journal of Lightwave Technology · 2022 · 21 citations · Full text

Engineering, Computer Science, Industrial Engineering +17

Faulty branch identification in passive optical networks using machine learning

Khouloud Abdelli, Carsten Tropschug, Stephan Pachnicke · Journal of Optical Communications and Networking · 2023 · 21 citations · Full text

Computing, Computer Engineering, Computer Science +17