Exploring machine learning methods for the Star/Galaxy Separation Problem. - Eduardo Machado; Marcello Serqueira; Eduardo S. Ogasawara; Ricardo Ogando; Marcio A. G. Maia; Luiz Nicolaci da Costa; Riccardo Campisano; Gustavo Paiva Guedes; Eduardo Bezerra 002 (IJCNN, 2016)

A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks. - Marcello Serqueira; Pedro Henrique González 001; Eduardo Bezerra 002 (CoRR, 2020)

A conjugated evolutionary algorithm for hyperparameter optimization. - Luis Japa; Marcello Serqueira; Israel Mendonça; Eduardo Bezerra 002; Masayoshi Aritsugi; Pedro Henrique González 001 (CEC, 2022)

A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks. - Luis Japa; Marcello Serqueira; Israel Mendonça; Masayoshi Aritsugi; Eduardo Bezerra 002; Pedro Henrique González 001 (IEEE Access, 2023)