A Comparative Study of Data Augmentation Methods for Brand Logo Classifiers. - Matheus Moraes Machado; Aléssio Miranda Júnior; Marcelo de Sousa Balbino (HCI (45), 2020)

Towards Interpretable Machine Learning Models to Aid the Academic Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder. - Caroline Jandre; Marcelo de Sousa Balbino; Débora de Miranda; Luis E. Zárate; Cristiane Nobre (BIOSTEC (Selected Papers), 2021)

Analysis of School Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder: A Dimensionality Reduction Approach. - Caroline Jandre; Bruno César dos Santos; Marcelo de Sousa Balbino; Débora de Miranda; Luis E. Zárate; Cristiane Nobre (HEALTHINF, 2021)

Predictions of Academic Performance of Children and Adolescents with ADHD Using the SHAP Approach. - Marcelo de Sousa Balbino; Caroline Jandre; Débora de Miranda; Cristiane Nobre (MedInfo, 2021)

Predicting Depression in Children and Adolescents using the SHAP Approach. - Marcelo de Sousa Balbino; Renata Santana; Maycoln L. M. Teodoro; Mark A. J. Song; Luis E. Zárate; Cristiane Nobre (HEALTHINF, 2022)

CSSE - An agnostic method of counterfactual, selected, and social explanations for classification models. - Marcelo de Sousa Balbino; Luis Enrique Zárate Gálvez; Cristiane Neri Nobre (Expert Syst. Appl., 2023)

Assessment of the Relationship Between Attribute Coding and the Interpretability of Machine Learning Models: An Analysis in the Context of Children and Adolescents with Depression. - Ludmila B. S. Nascimento; Marcelo de Sousa Balbino; Maycoln L. M. Teodoro; Cristiane Neri Nobre (BIOSTEC (2), 2024)

Predicting inmates misconduct using the SHAP approach. - Fábio M. Oliveira; Marcelo de Sousa Balbino; Luis E. Zárate; Fawn Ngo; Ramakrishna Govindu; Anurag Agarwal; Cristiane Neri Nobre (Artif. Intell. Law, 2024)

Personas and socially aware design in the characterization of children and adolescents with attention-deficit/hyperactivity disorder: a technological and social approach. - Caroline R. S. Jandre; Aliene A. Villaça; Marcelo de Sousa Balbino; Débora de Miranda; Cristiane Neri Nobre (Univers. Access Inf. Soc., 2025)