Class Balancing in a Cardiovascular Disease Domain. - Patricia Alejandra Cuevas-Chávez; Eduardo Sánchez-Jiménez; Yasmín Hernández; Javier Ortiz Hernández (ENC, 2023)

School Dropout Prediction with Class Balancing and Hyperparameter Configuration. - Patricia Alejandra Cuevas-Chávez; Samuel Narciso; Eduardo Sánchez-Jiménez; Itzel Celerino Pérez; Yasmín Hernández; Javier Ortiz Hernández (WILE/HIS/CIAPP@MICAI, 2023)

Dimensionality reduction for SARS-CoV-2 antibodies prediction. - Yasmín Hernández; Samuel Narciso; Patricia Alejandra Cuevas-Chávez; Javier Ortiz Hernández; Juan Antonio Miguel-Ruiz (Int. J. Comb. Optim. Probl. Informatics, 2025)

Preprocessing of amino acid chains of antibody structure for machine learning analysis. - Manuel Erazo Valadez; María-Yasmín Hernández-Pérez; Elizabeth Ernestina Godoy Lozano; Javier Ortiz Hernández; Juan Mauricio Téllez Sosa; Juan José Flores-Sedano; Patricia Alejandra Cuevas-Chávez (Int. J. Comb. Optim. Probl. Informatics, 2026)

Hyperparameter optimization approaches to improve the performance of machine learning models for cardiovascular risk prediction. - Eduardo Sánchez-Jiménez; Patricia Alejandra Cuevas-Chávez; Yasmín Hernández; Javier Ortiz Hernández; José Alberto Hernández Aguilar; Alicia Martínez Rebollar; Hugo Estrada-Esquivel (J. Intell. Fuzzy Syst., 2026)