João Manoel Herrera Pinheiro

According to our database, João Manoel Herrera Pinheiro authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Automated identification of Ichneumonoidea wasps via YOLO-based deep learning: Integrating HiresCam for Explainable AI.

João Manoel Herrera Pinheiro, Gabriela Do Nascimento Herrera, Alvaro Doria Dos Santos, Luciana Bueno Dos Reis Fernandes, Ricardo V. Godoy, Eduardo A. B. Almeida, Helena Carolina Onody, Marcelo Andrade Da Costa Vieira, Angelica Maria Penteado-Dias, Marcelo Becker

CoRR, March, 2026

Descriptor: Dataset of Parasitoid Wasps and Associated Hymenoptera (DAPWH).

João Manoel Herrera Pinheiro, Gabriela Do Nascimento Herrera, Luciana Bueno Dos Reis Fernandes, Alvaro Doria Dos Santos, Ricardo V. Godoy, Eduardo A. B. Almeida, Helena Carolina Onody, Marcelo Andrade Da Costa Vieira, Angelica Maria Penteado-Dias, Marcelo Becker

CoRR, February, 2026

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 Henrique Segreto Silva, Juliano Negri, Paulo H. Polegato, João Manoel Herrera Pinheiro, Ricardo V. Godoy, Marcelo Becker

CoRR, March, 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, Ricardo V. Godoy, Leonardo André Ambrosio, Marcelo Becker

IEEE Access, 2025

A Synthetic Dataset for Manometry Recognition in Robotic Applications.

Pedro Antonio Rabelo Saraiva, Enzo Ferreira de Souza, João Manoel Herrera Pinheiro, Thiago Henrique Segreto Silva, Ricardo V. Godoy, Marcelo Becker

Proceedings of the Latin American Robotics Symposium, 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