| 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 | 128 | 2023 |
| 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 | 122 | 2018 |
| 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 | 97 | 2020 |
| 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 | 67 | 2020 |
| 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 | 58 | 2021 |
| 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 | 58 | 2016 |
| 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 | 57 | 2021 |
| 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 | 57* | 2015 |
| 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 | 47 | 2023 |
| PSSCL: A progressive sample selection framework with contrastive loss designed for noisy labels Q Zhang, Y Zhu, FR Cordeiro, Q Chen Pattern Recognition 161, 111284, 2025 | 45 | 2025 |
| Siamese convolutional neural network for heartbeat classification using limited 12-lead ECG datasets MME Vasconcellos, BG Ferreira, JS Leandro, BFS Neto, FR Cordeiro, ... Ieee Access 11, 5365-5376, 2023 | 42 | 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 | 39 | 2017 |
| 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 | 34 | 2016 |
| Heuristic for two-level cache hierarchy exploration considering energy consumption and performance AG Silva-Filho, FR Cordeiro, RE Sant’Anna, ME Lima International Workshop on Power and Timing Modeling, Optimization and …, 2006 | 31 | 2006 |
| 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 International Conference on Intelligent Data Engineering and Automated …, 2012 | 29 | 2012 |
| PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels FR Cordeiro, V Belagiannis, I Reid, G Carneiro BMVC 2022, 2021 | 28 | 2021 |
| A study of deep learning approaches for classification and detection chromosomes in metaphase images MFS Andrade, LV Dias, V Macario, FF Lima, SF Hwang, JCG Silva, ... Machine Vision and Applications 31 (7), 65, 2020 | 22 | 2020 |
| ImageDataset2Vec: An image dataset embedding for algorithm selection LV Dias, PBC Miranda, ACA Nascimento, FR Cordeiro, RF Mello, ... Expert Systems with Applications 180, 115053, 2021 | 21 | 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), 219497, 2011 | 17 | 2011 |
