Edesio Alcobaça and André Carvalho. 2026. Automating Machine Learning Pipeline Design via Metalearning. In Proceedings of the 39th Thesis and Dissertation Contest, July 19, 2026, Gramado/RS, Brasil. SBC, Porto Alegre, Brasil, 21-30. DOI: https://doi.org/10.5753/ctd.2026.19538.