Husam A. H. Al-Najjar

SHapley Additive exPlanations (SHAP) for Landslide Susceptibility Models: Shedding Light on Explainable AI

2025 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences

Abstract. This research examines the effectiveness of the SHapley Additive exPlanations (SHAP) approach in enhancing the interpretability of landslide susceptibility models. With the growing popularity of machine learning, we aim to understand how geoenvironmental and …