A Hierarchical Ensemble of LSTM-based Autoencoders for Novelty Detection in Passive Sonar Systems. - Eduardo Sperle Honorato; João Baptista de Oliveira e Souza Filho; Victor Hugo da Silva Muniz (LA-CCI, 2021)

Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar Systems. - Eduardo Sperle Honorato; João Baptista de Oliveira e Souza Filho; Victor Hugo da Silva Muniz (LA-CCI, 2022)

Out-of-Distribution Object Detection in Autonomous Vehicles With Yolo Model. - Eduardo Sperle Honorato; Mariana Aya Suzuki Uchida; Thiago Henrique Segreto Silva; Denis Fernando Wolf (LARS, 2024)

Enhancing 3D Object Detection in Autonomous Vehicles: Multi-Sensor Fusion with Attention Mechanisms. - Eduardo Sperle Honorato; Denis Fernando Wolf (LARS, 2024)

Improving U-Net with Attention Mechanism for Medical Image Segmentation Applications. - Eduardo Sperle Honorato; Mariana Aya Suzuki Uchida; Agma J. M. Traina; Denis F. Wolf (CBMS, 2025)