Felipe Soares, Efrem Lousada, Tiago Silveira, Raquel Mini, Luis Zárate, and Henrique Freitas. 2021. Analysis and Prediction of Childhood Pneumonia Deaths using Machine Learning Algorithms. In Anais do IX Symposium on Knowledge Discovery, Mining and Learning, outubro 04, 2021, Rio de Janeiro, Brasil. SBC, Porto Alegre, Brasil, 16-23. DOI: https://doi.org/10.5753/kdmile.2021.17456.