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Enhancing Fault Detection and Localization in Passive Optical Networks Through Advanced Deep Learning and Explainability Techniques.

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Bibliographic Details
Title: Enhancing Fault Detection and Localization in Passive Optical Networks Through Advanced Deep Learning and Explainability Techniques.
Authors: Soothar, Kamlesh Kumar1,2 (AUTHOR) kamleshsoothar@bupt.edu.cn, Chen, Yuanxiang1,2 (AUTHOR) chenyxmail@bupt.edu.cn, Memon, Kamran Ali3 (AUTHOR) ali.kamran@kfupm.edu.sa, Magsi, Arif Hussain4 (AUTHOR) ahmagsi@sau.edu.pk, Khan, Asad1 (AUTHOR) asadkhan@bupt.edu.cn, Qureshi, Khurram Karim3,5 (AUTHOR) kqureshi@kfupm.edu.sa
Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ). Nov2025, Vol. 50 Issue 22, p19025-19042. 18p.
Database: Academic Search Ultimate
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ISSN:2193567X
DOI:10.1007/s13369-025-10370-z