Khouloud Abdelli

409 total citations
21 papers, 194 citations indexed

About

Khouloud Abdelli is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence and Biophysics. According to data from OpenAlex, Khouloud Abdelli has authored 21 papers receiving a total of 194 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Electrical and Electronic Engineering, 8 papers in Artificial Intelligence and 5 papers in Biophysics. Recurrent topics in Khouloud Abdelli's work include Optical Network Technologies (7 papers), Spectroscopy Techniques in Biomedical and Chemical Research (5 papers) and Anomaly Detection Techniques and Applications (5 papers). Khouloud Abdelli is often cited by papers focused on Optical Network Technologies (7 papers), Spectroscopy Techniques in Biomedical and Chemical Research (5 papers) and Anomaly Detection Techniques and Applications (5 papers). Khouloud Abdelli collaborates with scholars based in Germany, France and United States. Khouloud Abdelli's co-authors include Stephan Pachnicke, Helmut Grießer, Joo Yeon Cho, Fabien Boitier, Patricia Layec, Samuel L. I. Olsson, J. Gripp, Christian Neumeyr, Sander Jansen and Jérémie Renaudier and has published in prestigious journals such as Journal of Lightwave Technology, Journal of Optical Communications and Networking and arXiv (Cornell University).

In The Last Decade

Khouloud Abdelli

18 papers receiving 178 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Khouloud Abdelli Germany 9 137 61 19 16 15 21 194
Zhiquan Wan China 11 346 2.5× 77 1.3× 55 2.9× 32 2.0× 9 0.6× 36 382
Petr Münster Czechia 11 396 2.9× 48 0.8× 114 6.0× 25 1.6× 6 0.4× 99 471
Hongbo Lu United States 10 377 2.8× 72 1.2× 29 1.5× 75 4.7× 7 0.5× 26 424
Shanyong Cai China 10 268 2.0× 18 0.3× 59 3.1× 27 1.7× 8 0.5× 34 308
Mohammad Ali Amirabadi Iran 11 263 1.9× 25 0.4× 33 1.7× 14 0.9× 6 0.4× 26 292
Chandra Shaker Pittala India 9 106 0.8× 22 0.4× 8 0.4× 17 1.1× 5 0.3× 18 161
G. Harutyunyan Switzerland 11 265 1.9× 29 0.5× 16 0.8× 20 1.3× 18 1.2× 45 308
Ralf Eickhoff Germany 13 339 2.5× 25 0.4× 28 1.5× 61 3.8× 8 0.5× 40 386
Zonglei Li China 10 235 1.7× 17 0.3× 158 8.3× 13 0.8× 15 1.0× 33 306

Countries citing papers authored by Khouloud Abdelli

Since Specialization
Citations

This map shows the geographic impact of Khouloud Abdelli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Khouloud Abdelli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Khouloud Abdelli more than expected).

Fields of papers citing papers by Khouloud Abdelli

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Khouloud Abdelli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Khouloud Abdelli. The network helps show where Khouloud Abdelli may publish in the future.

Co-authorship network of co-authors of Khouloud Abdelli

This figure shows the co-authorship network connecting the top 25 collaborators of Khouloud Abdelli. A scholar is included among the top collaborators of Khouloud Abdelli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Khouloud Abdelli. Khouloud Abdelli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Abdelli, Khouloud, et al.. (2025). Forecasting of Weather-Induced State of Polarization Changes in Aerial Fibers. Journal of Lightwave Technology. 43(13). 6220–6230.
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Abdelli, Khouloud, et al.. (2024). Vision Transformers for Anomaly Classification and Localization in Optical Networks Using SOP Spectrograms. Journal of Lightwave Technology. 43(4). 1902–1914. 1 indexed citations
4.
Abdelli, Khouloud, H. Mardoyan, Cristian Antonelli, et al.. (2024). Distributed Coherent Sensing Over Deployed Fibers for Network as a Sensor Applications. Journal of Lightwave Technology. 43(4). 1736–1745.
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Abdelli, Khouloud, et al.. (2024). Anomaly Detection and Localization in Optical Networks Using Vision Transformer and SOP Monitoring. Tu2J.4–Tu2J.4. 11 indexed citations
7.
Abdelli, Khouloud, et al.. (2024). Risky event classification leveraging transfer learning for very limited datasets in optical networks. Journal of Optical Communications and Networking. 16(7). C51–C51. 4 indexed citations
8.
Abdelli, Khouloud, Helmut Grießer, & Stephan Pachnicke. (2023). An Interpretable Machine Learning Approach for Laser Lifetime Prediction. Journal of Lightwave Technology. 42(6). 2094–2102. 3 indexed citations
9.
Abdelli, Khouloud, et al.. (2023). A transformer-based model for event recognition and characterization in passive optical networks. IET conference proceedings.. 2023(34). 944–947. 1 indexed citations
10.
Abdelli, Khouloud, et al.. (2023). Fault Monitoring in Passive Optical Networks using Machine Learning Techniques. 1–5. 9 indexed citations
11.
Abdelli, Khouloud, et al.. (2023). Branch Identification in Passive Optical Networks using Machine Learning. M2G.4–M2G.4. 2 indexed citations
12.
Abdelli, Khouloud, et al.. (2023). Breaking boundaries: harnessing unrelated image data for robust risky event classification with scarce state of polarization data. IET conference proceedings.. 2023(34). 924–927. 8 indexed citations
13.
Abdelli, Khouloud, et al.. (2023). Faulty branch identification in passive optical networks using machine learning. Journal of Optical Communications and Networking. 15(4). 187–187. 9 indexed citations
14.
Abdelli, Khouloud, et al.. (2022). A Machine Learning-Based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication. Journal of Lightwave Technology. 40(14). 4698–4708. 9 indexed citations
15.
Abdelli, Khouloud, et al.. (2022). Degradation Prediction of Semiconductor Lasers Using Conditional Variational Autoencoder. Journal of Lightwave Technology. 40(18). 6213–6221. 6 indexed citations
16.
Abdelli, Khouloud, Helmut Grießer, & Stephan Pachnicke. (2022). Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers. Optical Fiber Communication Conference (OFC) 2022. Th2A.9–Th2A.9. 2 indexed citations
17.
Abdelli, Khouloud, et al.. (2021). Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory. Journal of Lightwave Technology. 40(8). 2254–2264. 28 indexed citations
18.
Abdelli, Khouloud, et al.. (2021). Reflective fiber fault detection and characterization using long short-term memory. Journal of Optical Communications and Networking. 13(10). E32–E32. 24 indexed citations
19.
Abdelli, Khouloud, et al.. (2021). A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis. arXiv (Cornell University). M3C.7–M3C.7. 9 indexed citations
20.
Abdelli, Khouloud, Helmut Grießer, & Stephan Pachnicke. (2021). A Hybrid CNN-LSTM Approach for Laser Remaining Useful Life Prediction. arXiv (Cornell University). S3D.3–S3D.3. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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