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Machine Learning-Based Electricity Theft Detection in Smart Grids using Class Imbalance Handling and Shapley Additive Explanations (Shap) Explainability

Among the various forms of non-technical losses plaguing power distribution networks, electricity theft stands out as particularly damaging draining utility revenues and undermining grid stability, with the worst effects felt in developing countries where oversight infrastructure is weak. Smart meter data opens a pract...