SHAP-assisted EE-LightGBM Model for Explainable Fault Diagnosis in Practical Optical Networks

Chunyu Zhang,Yu Chen,Min Zhang, Zhuo Liu,Danshi Wang

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING（2025）

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Data models,Fault diagnosis,Optical fiber networks,Computational modeling,Feature extraction,Training,Fault detection,Analytical models,Decision making,Limiting

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