Lucas Teixeira, Augusto Matos, Gabriel Carvalho, Norma Valencio, and Heloisa Camargo. 2024. Explainability of Machine Learning Models with XGBoost and SHAP Values in the Context of Coping with Disasters. In Anais da XXXIV Brazilian Conference on Intelligent Systems, novembro 17, 2024, Belém/PA, Brasil. SBC, Porto Alegre, Brasil, 152-166.