| The effect of data augmentation on the performance of convolutional neural networks NR Aquino, M Gutoski, LT Hattori, HS Lopes Braz. Soc. Comput. Intell, 2017 | 38 | 2017 |
| Classification of weeds and crops at the pixel-level using convolutional neural networks and data augmentation A Brilhador, M Gutoski, LT Hattori, A de Souza Inácio, AE Lazzaretti, ... 2019 IEEE latin american conference on computational intelligence (LA-CCI), 1-6, 2019 | 37 | 2019 |
| Detection of video anomalies using convolutional autoencoders and one-class support vector machines M Gutoski, NMR Aquino, M Ribeiro, E Lazzaretti, HS Lopes XIII Brazilian congress on computational intelligence 2017, 2017 | 36 | 2017 |
| A clustering-based deep autoencoder for one-class image classification M Gutoski, M Ribeiro, NMR Aquino, AE Lazzaretti, HS Lopes 2017 IEEE Latin American conference on computational intelligence (LA-CCI), 1-6, 2017 | 27 | 2017 |
| Deep metric learning for open-set human action recognition in videos M Gutoski, AE Lazzaretti, HS Lopes Neural Computing and Applications 33 (4), 1207-1220, 2021 | 24 | 2021 |
| One-class classification in images and videos using a convolutional autoencoder with compact embedding M Ribeiro, M Gutoski, AE Lazzaretti, HS Lopes IEEE Access 8, 86520-86535, 2020 | 22 | 2020 |
| A comparative study of transfer learning approaches for video anomaly detection M Gutoski, M Ribeiro, LT Hattori, M Romero, AE Lazzaretti, HS Lopes International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021 | 12 | 2021 |
| OSVidCap: A framework for the simultaneous recognition and description of concurrent actions in videos in an open-set scenario ADS Inácio, M Gutoski, AE Lazzaretti, HS Lopes IEEE Access 9, 137029-137041, 2021 | 8 | 2021 |
| A comparative study for open set semantic segmentation methods A Brilhador, M Gutoski, AE Lazzaretti, HS Lopes SBIC, 1-8, 2021 | 7 | 2021 |
| A novel approach to protein folding prediction based on long short-term memory networks: a preliminary investigation and analysis LT Hattori, CMV Benitez, M Gutoski, NMR Aquino, HS Lopes 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 5 | 2018 |
| Soft biometrics classification in videos using transfer learning and bidirectional long short-term memory networks M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes Learning and Nonlinear Models 18 (1), 47-59, 2020 | 4 | 2020 |
| Patch-Based Convolutional Neural Network for the Writer Classification Problem in Music Score Images LT Hattori, M Gutoski, MR Aquino, HS Lopes Proceedings of XIII Brazilian Congress on Computational Intelligence, 1-6, 2017 | 4 | 2017 |
| Unsupervised open-world human action recognition M Gutoski, AE Lazzaretti, HS Lopes Pattern Analysis and Applications 26 (4), 1753-1770, 2023 | 3 | 2023 |
| Incremental human action recognition with dual memory M Gutoski, AE Lazzaretti, HS Lopes Image and Vision Computing 116, 104313, 2021 | 3 | 2021 |
| A study of the influence of data complexity and similarity on soft biometrics classification performance in a transfer learning scenario M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes Learning and Nonlinear Models 18 (2), 56-65, 2020 | 3 | 2020 |
| Learning and transfer of feature extractors for automatic anomaly detection in surveillance videos M Gutoski Universidade Tecnológica Federal do Paraná, 2018 | 3 | 2018 |
| Deep Learning for Brazilian Car Make and Model Recognition L Albini, M Gutoski, HS Lopes IEEE. Issue January, 2020 | 2 | 2020 |
| Feature selection using differential evolution for unsupervised image clustering M Gutoski, M Ribeiro, NMR Aquino, LT Hattori, AE Lazzaretti, HS Lopes Artificial Intelligence and Soft Computing: 17th International Conference …, 2018 | 2 | 2018 |
| A gene expression programming approach for evolving multi-class image classifiers NMR Aquino, M Ribeiro, M Gutoski, CV Benitez, HS Lopes 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2017 | 2 | 2017 |
| A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model LT Hattori, M Gutoski, CMV Benítez, LF Nunes, HS Lopes Computational Biology and Chemistry 84, 107192, 2020 | 1 | 2020 |
