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Browsing Electrical, Electronic and Computer Engineering by UP Author "Van Zyl, Corne"

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Harnessing eXplainable artificial intelligence for feature selection in time series energy forecasting : a comparative analysis of Grad-CAM and SHAP

Van Zyl, Corne; Ye, Xianming; Naidoo, Raj (Elsevier, 2024-01)

This study investigates the efficacy of Explainable Artificial Intelligence (XAI) methods, specifically Gradient-weighted Class Activation Mapping (Grad-CAM) and Shapley Additive Explanations (SHAP), in the feature selection ...

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