Feature Selection methods applied to Motor Imagery task classification. - Alimed Celecia Ramos; René González Hernandez; Marley M. B. R. Vellasco (LA-CCI, 2016)

Ensemble of classifiers applied to motor imagery task classification for BCI applications. - Alimed Celecia Ramos; René González Hernandez; Marley M. B. R. Vellasco; Pedro C. G. da S. Vellasco (IJCNN, 2017)

Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG Classification. - Alimed Celecia Ramos; Marley M. B. R. Vellasco (CEC, 2018)

Chaotic Quantum-inspired Evolutionary Algorithm: enhancing feature selection in BCI. - Alimed Celecia Ramos; Marley M. B. R. Vellasco (CEC, 2020)

A Portable Fuzzy Driver Drowsiness Estimation System. - Alimed Celecia Ramos; Karla Figueiredo; Marley M. B. R. Vellasco; René González Hernandez (Sensors, 2020)

Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool. - Alimed Celecia Ramos; Karla Figueiredo; Carlos R. Hall Barbosa; Marley M. B. R. Vellasco; Edwin German Maldonado Tavara; Marco Silva 002; Anderson Rodrigues; Renata Nascimento; Carla Ourofino (Sensors, 2021)

Text Classification in the Brazilian Legal Domain. - Gustavo M. C. Coelho; Alimed Celecia Ramos; Jefferson Alves de Sousa; Melissa Cavaliere; Maria Julia de Lima; Ana Lara Mangeth; Isabella Zalcberg Frajhof; Cesar Cury; Marco A. Casanova (ICEIS (1), 2022)

Information Extraction in the Legal Domain: Traditional Supervised Learning vs. ChatGPT. - Gustavo M. C. Coelho; Alimed Celecia Ramos; Jefferson Alves de Sousa; Melissa Lemos; Maria Julia de Lima; Ana Lara Mangeth; Isabella Zalcberg Frajhof; Marco A. Casanova (ICEIS (1), 2024)

Using Language Models for Extracting Legal Decisions from Portuguese Consumer Law Texts. - Santiago Vasquez; Thiago M. Carvalho; Diego Páez Ardila; João Verçosa; Eduardo Ramos; Alimed Celecia Ramos; Isabella Zalcberg Frajhof; Ana Lara Mangeth; Maria Julia de Lima; Karla Figueiredo; Meyer Nigri; Marley M. B. R. Vellasco (IJCNN, 2025)