A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset

Al-Najjar, HAH; Pradhan, B; Beydoun, G; Sarkar, R; Park, HJ; Alamri, A

Pradhan, B (通讯作者)，Univ Technol Sydney, Fac Engn & IT, Ctr Adv Modelling & Geospatial Informat Syst CAMG, Sch Civil & Environm Engn, Sydney, NSW 2007, Australia.;Pradhan, B (通讯作者)，Sejong Univ, Dept Energy & Mineral Resources Engn, 209 Neungdong Ro, Seoul 05006, South Korea.;Pradhan, B (通讯作者)，Univ Kebangsaan Malaysia, Inst Climate Change, Earth Observat Ctr, Ukm Bangi 43600, Selangor, Malaysia.

GONDWANA RESEARCH, 2023; 123 (): 107

Abstract

As artificial intelligence (AI) techniques are becoming more popular in landslide modeling, it is important to understand how decisions are made. Fair......

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