Binary and Multi-label Defect Classification of Printed Circuit Board based on Transfer Learning. - George O. de A. Azevedo; Leandro H. de S. Silva; Agostinho A. F. Júnior; Bruno J. T. Fernandes; Sergio C. Oliveira (ESANN, 2020)

CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. - Janderson Ferreira; Agostinho A. F. Júnior; Yves M. Galvão; Bruno J. T. Fernandes; Pablo V. A. Barros (ESANN, 2020)

Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. - Janderson Ferreira; Agostinho A. F. Júnior; Yves M. Galvão; Pablo V. A. Barros; Sérgio Murilo Maciel Fernandes; Bruno J. T. Fernandes (ICDL-EPIROB, 2020)

Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning. - Janderson Ferreira; Agostinho A. F. Júnior; Letícia Castro; Yves M. Galvão; Pablo V. A. Barros; Bruno J. T. Fernandes (CoRR, 2020)

Learning from pseudo-labels: Self-training Electronic Components Detector for Waste Printed Circuit Boards. - Agostinho A. F. Júnior; Leandro H. de S. Silva; Bruno J. T. Fernandes; George O. de A. Azevedo; Sergio C. Oliveira (SIBGRAPI, 2022)

Event-Based Angular Speed Measurement and Movement Monitoring. - George Oliveira de Araújo Azevedo; Bruno José Torres Fernandes; Leandro Honorato de Souza Silva; Agostinho Freire; Rogério Pontes de Araújo; Francisco Cruz 002 (Sensors, 2022)

Evaluation of Contrastive Learning for Electronic Component Detection. - Leandro H. de S. Silva; Agostinho A. F. Júnior; Bruno J. T. Fernandes; George O. de A. Azevedo; Sergio C. Oliveira (ESANN, 2023)

Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values. - Agostinho Freire; Rafaella De Lima Roque; Leandro H. de S. Silva; Bruno J. T. Fernandes (LA-CCI, 2023)

Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation. - Leandro H. de S. Silva; Agostinho Freire; George O. de A. Azevedo; Sergio C. Oliveira; Bruno J. T. Fernandes (LA-CCI, 2023)

Exploring Climatic Shifts in Brazilian Climates: Insights from ARMAX, Decision Trees, and Artificial Neural Networks. - João V. R. de Andrade; Igor L. B. da Silva; Teobaldo Gabriel de Souza Junior; Leandro H. de S. Silva; Agostinho Freire; Daisy Beserra Lucena; Bruno J. T. Fernandes (BRACIS (4), 2024)

Beyond clean data: Exploring the effects of label noise on object detection performance. - Agostinho Freire; Leandro H. de S. Silva; João V. R. de Andrade; George O. de A. Azevedo; Bruno J. T. Fernandes (Knowl. Based Syst., 2024)

Towards Robust Facial Recognition: Gabor Filter-Based Feature Extraction for NIR-VIS Heterogeneous Face Recognition. - João V. R. de Andrade; Agostinho Freire; Guilherme Carvalho Pereira; Cristian Millán-Arias; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho; Jorge Tortato; Luiz Da Rocha; Alexandre M. A. Maciel (SAC, 2025)

GEN Self-Labeling Object Detector for PCB Recycling Evaluation. - Leandro Honorato de Souza Silva; Agostinho Freire; George O. de A. Azevedo; Sérgio Campello Oliveira; Carlo Marcelo Revoredo da Silva; Bruno J. T. Fernandes (IEEE Open J. Comput. Soc., 2025)