Applying Genetic Programming to Improve Interpretability in Machine Learning Models. - Leonardo Augusto Ferreira; Frederico Gadelha Guimarães; Rodrigo Silva 001 (CEC, 2020)

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs. - Marcos Antonio Alves; Giulia Zanon Castro; Bruno Alberto Soares Oliveira; Leonardo Augusto Ferreira; Jaime Arturo Ramírez; Rodrigo Silva 001; Frederico Gadelha Guimarães (Comput. Biol. Medicine, 2021)

Algorithmic Recourse in Mental Healthcare. - Anísio Lacerda; Claudio Almeida; Leonardo Augusto Ferreira; Adriano C. M. Pereira; Gisele L. Pappa; Wagner Meira Jr.; Débora M. Miranda; Marco Aurélio Romano-Silva; Leandro Malloy Diniz (IJCNN, 2023)