AI-Based model for site-selecting earthquake emergency shelters

A Amiran, B Behnam, S Seyedin - Scientific Reports, 2024‏ - nature.com
The objective of this research is to develop an AI-based model that provides a map of
potential emergency shelters for seismic-prone regions. While the predominant approach for …

Utilizing Explainable AI Methodologies: LIME and SHAP, for the Classification of Natural Disasters Through Machine Learning Algorithms

K Akshitha, R Roopashree… - … on Engineering and …, 2024‏ - ieeexplore.ieee.org
This work investigates the use of machine learning for the classification of natural disasters,
with a focus on the Random Forest and XG Boost algorithms with optimized …