Gelvez , N., Motenegro, C. and Gaona , P. 2025. Advanced Emotion Recognition: A Heuristic Approach Applied to EEG Signals Using Machine Learning. Statistics, Optimization & Information Computing. 14, 2 (Jul. 2025), 904-922. DOI:https://doi.org/10.19139/soic-2310-5070-2211.