| Machine learning techniques for optical performance monitoring and modulation format identification: A survey WS Saif, MA Esmail, AM Ragheb, TA Alshawi, SA Alshebeili IEEE Communications Surveys & Tutorials 22 (4), 2839-2882, 2020 | 98 | 2020 |
| Optical performance monitoring in mode division multiplexed optical networks WS Saif, AM Ragheb, TA Alshawi, SA Alshebeili Journal of Lightwave Technology 39 (2), 491-504, 2020 | 31 | 2020 |
| Free space optic channel monitoring using machine learning MA Esmail, WS Saif, AM Ragheb, SA Alshebeili Optics Express 29 (7), 10967-10981, 2021 | 28 | 2021 |
| Identifying structured light modes in a desert environment using machine learning algorithms A Ragheb, W Saif, A Trichili, I Ashry, MA Esmail, M Altamimi, A Almaiman, ... Optics Express 28 (7), 9753-9763, 2020 | 28 | 2020 |
| Separability of histogram based features for optical performance monitoring: An investigation using t-SNE technique WS Saif, T Alshawi, MA Esmail, A Ragheb, S Alshebeili IEEE Photonics Journal 11 (3), 1-12, 2019 | 26 | 2019 |
| Efficient classification of optical modulation formats based on singular value decomposition and radon transformation RA Eltaieb, AEA Farghal, HA HossamEl‐din, WS Saif, A Ragheb, ... Journal of Lightwave Technology 38 (3), 619-631, 2020 | 17 | 2020 |
| Modulation format identification of optical signals: an approach based on singular value decomposition of Stokes space projections RA Eltaieb, HAE Abouelela, WS Saif, A Ragheb, AEA Farghal, ... Applied Optics 59 (20), 5989-6004, 2020 | 15 | 2020 |
| Modulation format identification in mode division multiplexed optical networks WS Saif, AM Ragheb, HE Seleem, TA Alshawi, SA Alshebeili IEEE Access 7, 156207-156216, 2019 | 13 | 2019 |
| Performance investigation of modulation format identification in super-channel optical networks WS Saif, AM Ragheb, B Nebendahl, T Alshawi, M Marey, SA Alshebeili IEEE Photonics Journal 14 (2), 1-10, 2022 | 11 | 2022 |
| Machine learning based low-cost optical performance monitoring in mode division multiplexed optical networks WS Saif, AM Ragheb, MA Esmail, M Marey, SA Alshebeili Photonics 9 (2), 73, 2022 | 5 | 2022 |
| ML-based identification of structured light schemes under free space jamming threats for secure FSO-based applications AM Ragheb, WS Saif, SA Alshebeili Photonics 8 (4), 129, 2021 | 4 | 2021 |
| L-band InAs/InP quantum dash laser spatial OAM light modes classification under smoke environment: An image processing enhanced deep learning approach MZM Khan, AM Ragheb, M Masood, W Saif, MA Esmail, N Iqbal, Q Tareq, ... Optics & Laser Technology 168, 109933, 2024 | 2 | 2024 |
| Machine learning-based optical performance monitoring for super-channel optical networks WS Saif, AM Ragheb, B Nebendahl, T Alshawi, M Marey, SA Alshebeili Photonics 9 (5), 299, 2022 | 2 | 2022 |
| Structured light transmission under free space jamming: an enhanced mode identification and signal-to-jamming ratio estimation using machine learning AB Ibrahim, AM Ragheb, WS Saif, SA Alshebeili Photonics 9 (3), 200, 2022 | 2 | 2022 |
| Parallel FPGA implementation of incoherent OCDMA systems W Saif, S Aldosari, R Djemal, H Fathallah 2014 11th Annual High Capacity Optical Networks and Emerging/Enabling …, 2014 | 2 | 2014 |
| Deep learning-based image denoising approach for the identification of structured light modes in dusty weather AB Ibrahim, AM Ragheb, AS Almaiman, A Trichili, WS Saif, SA Alshebeili IEEE Photonics Journal, 2023 | 1 | 2023 |
| Deep Learning Assisted InAs/InP Quantum-dash Laser Structured Light Modes Detection Under Foggy Channel AM Ragheb, M Masood, W Saif, N Iqbal, MA Esmail, AS Almaiman, ... Optics Communications, 130579, 2024 | | 2024 |
| A Machine Learning-Based Approach for Nonlinearity Compensation in Subcarrier Multiplexing System WS Saif, SKO Soman, OA Dobre 2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023 | | 2023 |
| ML-Based Identification of Structured Light Schemes under Free Space Jamming Threats for Secure FSO-Based Applications. Photonics 2021, 8, 129 AM Ragheb, WS Saif, SA Alshebeili s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021 | | 2021 |
