| A convolutional neural network with feature fusion for real-time hand posture recognition SF Chevtchenko, RF Vale, V Macario, FR Cordeiro Applied Soft Computing 73, 748-766, 2018 | 94 | 2018 |
| Morphological extreme learning machines applied to detect and classify masses in mammograms WW Azevedo, SML Lima, IMM Fernandes, ADD Rocha, FR Cordeiro, ... 2015 International Joint Conference on Neural Networks (IJCNN), 2015 | 55* | 2015 |
| A survey on deep learning with noisy labels: How to train your model when you cannot trust on the annotations? FR Cordeiro, G Carneiro 2020 33rd SIBGRAPI conference on graphics, patterns and images (SIBGRAPI), 9-16, 2020 | 53 | 2020 |
| A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images FR Cordeiro, WP Santos, AG Silva-Filho Expert Systems with Applications 65, 116-126, 2016 | 52 | 2016 |
| Myfood: A food segmentation and classification system to aid nutritional monitoring CNC Freitas, FR Cordeiro, V Macario 2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2020 | 35 | 2020 |
| Heuristic for two-level cache hierarchy exploration considering energy consumption and performance AG Silva-Filho, FR Cordeiro, RE Sant’Anna, ME Lima Integrated Circuit and System Design. Power and Timing Modeling …, 2006 | 33 | 2006 |
| Self-supervised mean teacher for semi-supervised chest x-ray classification F Liu, Y Tian, FR Cordeiro, V Belagiannis, I Reid, G Carneiro International Workshop on Machine Learning in Medical Imaging, 426-436, 2021 | 32 | 2021 |
| An adaptive semi-supervised Fuzzy GrowCut algorithm to segment masses of regions of interest of mammographic images FR Cordeiro, WP Santos, AG Silva-Filho Applied Soft Computing 46, 613-628, 2016 | 32 | 2016 |
| Evidentialmix: Learning with combined open-set and closed-set noisy labels R Sachdeva, FR Cordeiro, V Belagiannis, I Reid, G Carneiro Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 30 | 2021 |
| Longremix: Robust learning with high confidence samples in a noisy label environment FR Cordeiro, R Sachdeva, V Belagiannis, I Reid, G Carneiro Pattern Recognition 133, 109013, 2023 | 29 | 2023 |
| Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images FR Cordeiro, WP Santos, AG Silva-Filho Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2017 | 29 | 2017 |
| Segmentation of mammography by applying growcut for mass detection FR Cordeiro, WP Santos, AG Silva-Filhoa MEDINFO 2013, 87-91, 2013 | 29 | 2013 |
| Segmentation of mammography by applying extreme learning machine in tumor detection C FR, L SML, SF AG, S WP Intelligent Data Engineering and Automated Learning-IDEAL 2012: 13th …, 2012 | 27 | 2012 |
| An optimization mechanism intended for two-level cache hierarchy to improve energy and performance using the nsgaii algorithm AG Silva-Filho, CJA Bastos-Filho, DMA Falcão, FR Cordeiro, ... 2008 20th International Symposium on Computer Architecture and High …, 2008 | 16 | 2008 |
| PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels FR Cordeiro, V Belagiannis, I Reid, G Carneiro BMVC 2022, 2021 | 15 | 2021 |
| An esl approach for energy consumption analysis of cache memories in soc platforms AG Silva-Filho, FR Cordeiro, CC Araujo, A Sarmento, M Gomes, E Barros, ... International Journal of Reconfigurable Computing 2011, 1-12, 2011 | 15 | 2011 |
| ScanMix: learning from severe label noise via semantic clustering and semi-supervised learning R Sachdeva, FR Cordeiro, V Belagiannis, I Reid, G Carneiro Pattern Recognition 134, 109121, 2023 | 14 | 2023 |
| A grammar-based genetic programming approach to optimize convolutional neural network architectures JB Diniz, FR Cordeiro, PBC Miranda, LAT da Silva Anais do XV Encontro Nacional de Inteligência Artificial e Computacional, 82-93, 2018 | 13 | 2018 |
| Random walker with fuzzy initialization applied to segment masses in mammography images FR Cordeiro, KFP Bezerra, WP Dos Santos 2017 ieee 30th international symposium on computer-based medical systems …, 2017 | 13 | 2017 |
| Feature extraction employing fuzzy-morphological decomposition for detection and classification of mass on mammograms S Lima, W Azevedo, F Cordeiro, A Silva-Filho, W Santos Conference proceedings:… Annual International Conference of the IEEE …, 2015 | 13 | 2015 |
