Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging. - Umberto Tenório de Barros Filho; Paulo Rocha 002; Marcos Oliveira; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Diego Pinheiro (LA-CCI, 2023)

A Unified Framework for Replicability of Anomaly Detection in Multiple Time Series: Enhancing GANF and RanSynCoders Pipelines with MFCC Feature Extraction for Acoustic Data. - Cristofer Silva; Matheus Coelho; Umberto Tenório de Barros Filho; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Diego Pinheiro (LA-CCI, 2024)