Leonardo Freire, Jefferson Oliva, Valéria Santos, Vander Freitas, and Jadson Castro Gertrudes. 2025. On the evaluation of graph construction methods for semi-supervised transductive classification. In Proceedings of the 13th Symposium on Knowledge Discovery, Mining and Learning, September 29, 2025, Fortaleza/CE, Brasil. SBC, Porto Alegre, Brasil, 33-40. DOI: https://doi.org/10.5753/kdmile.2025.247713.