José Freire Neto and André Britto. 2022. Surrogate Methods Applied to Hyperparameter Optimization Problem. In Proceedings of the 19th National Meeting on Artificial and Computational Intelligence, November 28, 2022, Campinas/SP, Brasil. SBC, Porto Alegre, Brasil, 521-531. DOI: https://doi.org/10.5753/eniac.2022.227594.