Marcos Pedroza and Carlos Silva. 2025. Comparative Analysis between Genetic Programming and Machine Learning Algorithms in Forecasting Financial Trends. In Proceedings of the 22nd National Meeting on Artificial and Computational Intelligence, September 29, 2025, Fortaleza/CE, Brasil. SBC, Porto Alegre, Brasil, 1833-1843. DOI: https://doi.org/10.5753/eniac.2025.14096.