Marcelo de Sousa Balbino

According to our database, Marcelo de Sousa Balbino authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

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

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

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., October, 2023

2022

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

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

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

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 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

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

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

Proceedings of the Biomedical Engineering Systems and Technologies, 2021

2020

A Comparative Study of Data Augmentation Methods for Brand Logo Classifiers.

Matheus Moraes Machado, Aléssio Miranda Júnior, Marcelo de Sousa Balbino

Proceedings of the HCI International 2020 - Late Breaking Papers: Interaction, Knowledge and Social Media, 2020