Matheus Becali Rocha

According to our database, Matheus Becali Rocha authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Combining SHAP and Causal Analysis for Interpretable Fault Detection in Industrial Processes.

Pedro Cortes dos Santos, Matheus Becali Rocha, Renato A. Krohling

CoRR, October, 2025

Enhancing Diagnostic Accuracy for Urinary Tract Disease through Explainable SHAP-Guided Feature Selection and Classification.

Filipe Ferreira de Oliveira, Matheus Becali Rocha, Renato A. Krohling

CoRR, October, 2025

A Novel Interpretable Approach to Deep Multimodal Data Fusion Applied to Cancer Diagnosis.

Leandro M. de Lima, Matheus Becali Rocha, Renato A. Krohling

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

VAE-GNA: a variational autoencoder with Gaussian neurons in the latent space and attention mechanisms.

Matheus Becali Rocha, Renato A. Krohling

Knowl. Inf. Syst., October, 2024

Transformers, convolutional neural networks, and few-shot learning for classification of histopathological images of oral cancer.

Beatriz Matias Santana Maia, Maria Clara Falcão Ribeiro de Assis, Leandro M. de Lima, Matheus Becali Rocha, Humberto Giuri Calente, Maria Luiza Armini Correa, Danielle Resende Camisasca, Renato Antonio Krohling

Expert Syst. Appl., 2024

Skin cancer diagnosis using NIR spectroscopy data of skin lesions in vivo using machine learning algorithms.

Flavio P. Loss, Pedro H. da Cunha, Matheus Becali Rocha, Madson Poltronieri Zanoni, Leandro M. de Lima, Isadora Tavares Nascimento, Isabella Rezende, Tania R. P. Canuto, Luciana de Paula Vieira, Renan Rossoni, Maria C. S. Santos, Patricia Lyra Frasson, Wanderson Romão, Paulo R. Filgueiras, Renato A. Krohling

CoRR, 2024