Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability. - João Manoel Herrera Pinheiro; Marcelo Becker (Inteligencia Artif., 2024)

A Leaf-Level Dataset for Soybean-Cotton Detection and Segmentation. - Thiago H. Segreto; Juliano Negri; Paulo H. Polegato; João Manoel Herrera Pinheiro; Ricardo V. Godoy; Marcelo Becker (CoRR, 2025)

The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks. - João Manoel Herrera Pinheiro; Suzana Vilas Boas de Oliveira; Thiago Henrique Segreto Silva; Pedro Antonio Rabelo Saraiva; Enzo Ferreira de Souza; Leonardo André Ambrosio; Marcelo Becker (CoRR, 2025)