Khouloud Abdelli

According to our database1, Khouloud Abdelli authored at least 33 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
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5
10
15
4
2
8
1
2
2
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3
2
1
5
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

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
Faulty branch identification in passive optical networks using machine learning.
JOCN, 2023

Branch Identification in Passive Optical Networks using Machine Learning.
CoRR, 2023

Branch Identification in Passive Optical Networks using Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Fault Monitoring in Passive Optical Networks using Machine Learning Techniques.
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

2022
An OTDR event dataset.
Dataset, November, 2022

Reliability Data for Laser Lifetime Prediction.
Dataset, November, 2022

Synthetic tunable edge-emitting laser reliability dataset.
Dataset, November, 2022

An OTDR dataset for optical fiber monitoring.
Dataset, November, 2022

Dataset for Optical fiber faults.
Dataset, November, 2022

Machine Learning-based Predictive Maintenance for Optical Networks
PhD thesis, 2022

Machine-learning-based anomaly detection in optical fiber monitoring.
JOCN, 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

Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory.
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

A Hybrid CNN-LSTM Approach for Laser Remaining Useful Life Prediction.
CoRR, 2022

ML-based Anomaly Detection in Optical Fiber Monitoring.
CoRR, 2022

DeepALM: Holistic Optical Network Monitoring based on Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021
Reflective fiber fault detection and characterization using long short-term memory.
JOCN, 2021

A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Secure Collaborative Learning for Predictive Maintenance in Optical Networks.
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
Lifetime Prediction of 1550 nm DFB Laser using Machine Learning Techniques.
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
Machine Learning Based Laser Failure Mode Detection.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019


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