Jailon Silva, Carlos Araújo, and Pablo Soares. 2025. Vector-Based Approach to the Max-Cut Problem: Conversion to Clustering and Validation on Structured Graphs. In Anais do XXII Encontro Nacional de Inteligência Artificial e Computacional, setembro 29, 2025, Fortaleza/CE, Brasil. SBC, Porto Alegre, Brasil, 1539-1550. DOI: https://doi.org/10.5753/eniac.2025.13098.