Marcelo de Sousa Balbino

Orcid: 0000-0003-4154-8518

According to our database1, Marcelo de Sousa Balbino authored at least 8 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Predicting inmates misconduct using the SHAP approach.
Artif. Intell. Law, June, 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.
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.
Expert Syst. Appl., October, 2023

2022
Predicting Depression in Children and Adolescents using the SHAP Approach.
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.
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.
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.
Proceedings of the Biomedical Engineering Systems and Technologies, 2021

2020
A Comparative Study of Data Augmentation Methods for Brand Logo Classifiers.
Proceedings of the HCI International 2020 - Late Breaking Papers: Interaction, Knowledge and Social Media, 2020


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