Exploiting the use of recurrent neural networks for driver behavior profiling. - Eduardo Carvalho; Bruno V. Ferreira; Jair S. Ferreira Jr.; Cleidson R. B. de Souza; Hanna V. Carvalho; Yoshihiko Suhara; Alex 'Sandy' Pentland; Gustavo Pessin (IJCNN, 2017)

Exploiting the Use of Convolutional Neural Networks for Localization in Indoor Environments. - Bruno V. Ferreira; Eduardo Carvalho; Mylena R. Ferreira; Patrícia A. Vargas; Jó Ueyama; Gustavo Pessin (Appl. Artif. Intell., 2017)

An Ensemble of Convolutional Neural Networks for Unbalanced Datasets: A case Study with Wagon Component Inspection. - Everlandio Fernandes; Rafael Lima Rocha; Bruno V. Ferreira; Eduardo Carvalho; Ana Carolina Siravenha; Ana Cláudia S. Gomes; Schubert R. Carvalho; Cleidson R. B. de Souza (IJCNN, 2018)

Towards a Smart Fault Tolerant Indoor Localization System Through Recurrent Neural Networks. - Eduardo C. de Carvalho; Bruno V. Ferreira; Geraldo P. R. Filho; Pedro Henrique Gomes; Gustavo Medeiros Freitas; Patrícia A. Vargas; Jó Ueyama; Gustavo Pessin (IJCNN, 2019)

CNN-DFT Based Approach Applied to Image Inspection of Railcar Component: A Comparison with Machine Learning Methods. - Rafael Lima Rocha; Cleison Silva; Ana Cláudia S. Gomes; Bruno V. Ferreira; Eduardo Carvalho; Ana Carolina Siravenha; Carolina Coelho da Rosa (J. Inf. Data Manag., 2020)