Ricardo Morsoleto, Vinícius Silva, Juliano Caliari, Simone Miranda, and Hiran Ferreira. 2025. Prediction of Infant Mortality in Brazil using Machine Learning and Entity Matching on Brazilian Unified Health System's Data. In Anais do XIII Symposium on Knowledge Discovery, Mining and Learning, setembro 29, 2025, Fortaleza/CE, Brasil. SBC, Porto Alegre, Brasil, 113-120. DOI: https://doi.org/10.5753/kdmile.2025.247777.