Marcelo de Sousa Balbino

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Classification Models

Machine Learning Models

Top Venues

Artif. Intell. Law

Expert Syst. Appl.

Publications

Ludmila B. S. Nascimento, Marcelo de Sousa Balbino, Maycoln L. M. Teodoro, Cristiane Neri Nobre
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. BIOSTEC (2) (2024)
Fábio M. Oliveira, Marcelo de Sousa Balbino, Luis E. Zárate, Fawn Ngo, Ramakrishna Govindu, Anurag Agarwal, Cristiane Neri Nobre
Predicting inmates misconduct using the SHAP approach. Artif. Intell. Law 32 (2) (2024)
Marcelo de Sousa Balbino, Luis Enrique Zárate Gálvez, Cristiane Neri Nobre
CSSE - An agnostic method of counterfactual, selected, and social explanations for classification models. Expert Syst. Appl. 228 (2023)
Matheus Moraes Machado, Aléssio Miranda Júnior, Marcelo de Sousa Balbino
A Comparative Study of Data Augmentation Methods for Brand Logo Classifiers. HCI (45) (2020)