João Manoel Herrera Pinheiro

According to our database, João Manoel Herrera Pinheiro authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, June, 2025

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, March, 2025

2024

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