| An ensemble of convolutional neural networks for unbalanced datasets: A case study with wagon component inspection E Fernandes, RL Rocha, B Ferreira, E Carvalho, AC Siravenha, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018 | 9 | 2018 |
| Avaliação de técnicas de Deep Learning aplicadas à identificação de peças defeituosas em vagões de trem R Rocha, A Siravenha, ACS Gomes, GL Serejo, AFB Silva, LM Rodrigues, ... Workshop of Industry Applications (WIA) in the 30th Conference on Graphics …, 2017 | 7 | 2017 |
| Image inspection of railcar structural components: An approach through deep learning and discrete Fourier transform RL Rocha, CD Silva, ACS Gomes, BV Ferreira, EC Carvalho, ... Anais do VII Symposium on Knowledge Discovery, Mining and Learning, 33-40, 2019 | 4 | 2019 |
| A deep-learning-based approach for automated wagon component inspection RL Rocha, ACQ Siravenha, ACS Gomes, GL Serejo, AFB Silva, ... Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 276-283, 2018 | 4 | 2018 |
| Redes neurais convolucionais aplicadas à inspeção de componentes do vagão ferroviário RL ROCHA Universidade Federal do Pará, 2020 | 2 | 2020 |
| Hierarchical classification of financial transactions through context-fusion of transformer-based embeddings and taxonomy-aware attention layer AJG Busson, R Rocha, R Gaio, R Miceli, I Pereira, DS Moraes, S Colcher, ... arXiv preprint arXiv:2312.07730, 2023 | 1 | 2023 |
| Precipitation forecasting: from geophysical aspects to machine learning applications ECL Oliveira, AV Nogueira Neto, APP Santos, CPW da Costa, ... Frontiers in Climate 5, 1250201, 2023 | | 2023 |
| Assessing U-Net Model Performance in Weather Radar-Based Precipitation Nowcasting: A Reflectivity Threshold Analysis R Rocha, E Oliveira, E Carvalho, R Tedeschi, C Gosta, D Ferreira, ... Anais do XX Encontro Nacional de Inteligência Artificial e Computacional …, 2023 | | 2023 |
| A machine learning and statistical learning-based pipeline to perform multipoint rainfall forecasting E Carvalho, E Oliveira, R Rocha, N Carneiro, R Tedeschi, R Alves Anais do XX Encontro Nacional de Inteligência Artificial e Computacional …, 2023 | | 2023 |
| Classifying Historical Azulejos from Belém, Pará, Using Convolutional Neural Networks WF Abreu, RL Rocha, RN Sousa, TDO Araújo, BS Meiguins, CGR Santos International Conference on Computational Science and Its Applications, 84-98, 2021 | | 2021 |
| CNN-DFT Based Approach Applied to Image Inspection of Railcar Component: A Comparison with Machine Learning Methods R Rocha, C Silva, A Gomes, B Ferreira, E Carvalho, A Siravenha, ... Journal of Information and Data Management 11 (1), 2020 | | 2020 |
| Improving the performance of a SVM+ HOG classifier for detection and tracking of wagon components by using geometric constraints CLA Gonçalves, RF Zampolo, FJB Barros, ACS Gomes, EC de Carvalho, ... Anais Estendidos do XXXII Conference on Graphics, Patterns and Images, 230-236, 2019 | | 2019 |
| Utilização da Transformada Discreta de Fourier em conjunto com Redes Neurais Convolucionais para Inspeção de Componentes do Vagão Ferroviário RL Rocha, CD Silva, ACS Gomes | | |
