Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks. - Khouloud Abdelli; Florian Azendorf; Helmut Grießer; Carsten Tropschug; Stephan Pachnicke (ECOC, 2021)

A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis. - Khouloud Abdelli; Helmut Grießer; Carsten Tropschug; Stephan Pachnicke (OFC, 2021)

Reflective fiber fault detection and characterization using long short-term memory. - Khouloud Abdelli; Helmut Grießer; Peter Ehrle; Carsten Tropschug; Stephan Pachnicke (JOCN, 2021)

DeepALM: Holistic Optical Network Monitoring based on Machine Learning. - Joo Yeon Cho; Jose-Juan Pedreno-Manresa; Sai Kireet Patri; Khouloud Abdelli; Carsten Tropschug; Jim Zou; Piotr Rydlichowski (OFC, 2022)

ML-based Anomaly Detection in Optical Fiber Monitoring. - Khouloud Abdelli; Joo Yeon Cho; Carsten Tropschug (CoRR, 2022)

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 Griesser; Carsten Tropschug; Stephan Pachnicke (CoRR, 2022)

Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory. - Khouloud Abdelli; Helmut Griesser; Peter Ehrle; Carsten Tropschug; Stephan Pachnicke (CoRR, 2022)

Machine-learning-based anomaly detection in optical fiber monitoring. - Khouloud Abdelli; Joo Yeon Cho; Florian Azendorf; Helmut Griesser; Carsten Tropschug; Stephan Pachnicke (JOCN, 2022)

Dataset for Optical fiber faults. - Khouloud Abdelli; Florian Azendorf; Carsten Tropschug; Helmut Griesser; Stephan Pachnicke; Joo Choo (IEEE DataPort, 2022)

An OTDR dataset for optical fiber monitoring. - Khouloud Abdelli; Helmut Griesser; Peter Ehrle; Carsten Tropschug; Stephan Pachnicke (IEEE DataPort, 2022)

An OTDR event dataset. - Khouloud Abdelli; Carsten Tropschug; Helmut Griesser; Stephan Pachnicke (IEEE DataPort, 2022)

Fault Monitoring in Passive Optical Networks using Machine Learning Techniques. - Khouloud Abdelli; Carsten Tropschug; Helmut Griesser; Stephan Pachnicke (ICTON, 2023)

Branch Identification in Passive Optical Networks using Machine Learning. - Khouloud Abdelli; Carsten Tropschug; Helmut Grießer; Sander Jansen; Stephan Pachnicke (OFC, 2023)

Branch Identification in Passive Optical Networks using Machine Learning. - Khouloud Abdelli; Carsten Tropschug; Helmut Griesser; Sander Lars Jansen; Stephan Pachnicke (CoRR, 2023)

Faulty branch identification in passive optical networks using machine learning. - Khouloud Abdelli; Carsten Tropschug; Helmut Griesser; Stephan Pachnicke (JOCN, 2023)