Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms. - Diego Aquino-Brítez; Jordan Ayala Gómez; José Luis Vázquez Noguera; Miguel García-Torres; Julio César Mello Román; Pedro E. Gardel-Sotomayor; Verónica Elisa Castillo Benitez; Ingrid Castro Matto; Diego P. Pinto-Roa; Jaques Facon; Sebastián Alberto Grillo (MedInfo, 2021)

Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach. - José A. Gallardo; Miguel García-Torres; Francisco Gómez-Vela; Félix Morales; Federico Divina; David Becerra-Alonso; Gustavo Velázquez; Federico Daumas-Ladouce; José Luis Vázquez Noguera; Carlos Sauer Ayala; Diego P. Pinto-Roa; Pedro E. Gardel-Sotomayor; et al. (SOCO, 2021)

Adjacent Inputs With Different Labels and Hardness in Supervised Learning. - Sebastián A. Grillo; Julio César Mello Román; Jorge Daniel Mello-Román; Jose Luis Vazquez Noguera; Miguel García-Torres; Federico Divina; Pedro E. Gardel-Sotomayor (IEEE Access, 2021)

Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach. - José Luis Vázquez Noguera; Julio César Mello Román; Diego P. Pinto-Roa; Santiago Gómez 001; Jordan Ayala; Diego Aquino-Brítez; Pedro E. Gardel-Sotomayor; Miguel García-Torres; Jacques Facon; Verónica Elisa Castillo Benitez; Ingrid Castro Matto; Pastor E. Pérez Estigarribia (CLEI, 2023)

Operation Sequence Design for Image Segmentation Based on Multi-Objective Evolutionary Algorithms. - Diego P. Pinto-Roa; Julio César Mello Román; José Luis Vázquez Noguera; Ramón Quintana; Fredy Roa; Pedro E. Gardel-Sotomayor (CLEI, 2023)

Low-Rank Adaptation Applied to Multiclass Diabetic Retinopathy Classification. - Sebastián Ferreira-Caballero; Diego P. Pinto-Roa; José Luis Vázquez Noguera; Jordan Ayala; Pedro E. Gardel-Sotomayor; Pastor E. Pérez Estigarribia (CLEI, 2024)

Multi-objective Evolutionary Algorithms based Operation Sequence Design for Image Segmentation. - Pedro E. Gardel-Sotomayor; Diego P. Pinto-Roa; Julio César Mello Román; José Luis Vázquez Noguera; Ramón Quintana; Fredy Roa (CLEI Electron. J., 2024)