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

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.

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

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