Giovanna Soares, Hannah Marques, Matheus Dalmolin, Raquel Barbosa, and Marcelo Fernandes. 2025. Comparative Analysis of Supervised Algorithms for Protein Cluster Classification Using k-mer Image Embeddings. In Anais do XVIII Simpósio Brasileiro de Bioinformática, setembro 29, 2025, Fortaleza/CE, Brasil. SBC, Porto Alegre, Brasil, 48-59. DOI: https://doi.org/10.5753/bsb.2025.14606.