| Self-Supervised Models are Continual Learners E Fini*, VGT da Costa*, X Alameda-Pineda, E Ricci, K Alahari, J Mairal arXiv preprint arXiv:2112.04215, 2021 | 198 | 2021 |
| solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. VGT da Costa*, E Fini*, M Nabi, N Sebe, E Ricci J. Mach. Learn. Res. 23, 56:1-56:6, 2022 | 148 | 2022 |
| Iotds: A one-class classification approach to detect botnets in internet of things devices VH Bezerra, VGT da Costa, S Barbon Junior, RS Miani, BB Zarpelão Sensors 19 (14), 3188, 2019 | 85 | 2019 |
| Providing IoT host-based datasets for intrusion detection research VH Bezerra, VGT da Costa, RA Martins, SB Junior, RS Miani, BB Zarpelao Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais …, 2018 | 60 | 2018 |
| Dual-head contrastive domain adaptation for video action recognition VGT Da Costa, G Zara, P Rota, T Oliveira-Santos, N Sebe, V Murino, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 53 | 2022 |
| Strict very fast decision tree: a memory conservative algorithm for data stream mining VGT da Costa, ACP de Leon Ferreira, SB Junior Pattern Recognition Letters 116, 22-28, 2018 | 48 | 2018 |
| A framework for human-in-the-loop monitoring of concept-drift detection in event log stream S Barbon Junior, GM Tavares, VGT Da Costa, P Ceravolo, E Damiani Companion proceedings of the the web conference 2018, 319-326, 2018 | 45 | 2018 |
| Deep computer vision system for cocoa classification JF Lopes, VGT da Costa, DF Barbin, LJP Cruz-Tirado, V Baeten, ... Multimedia Tools and Applications 81 (28), 41059-41077, 2022 | 39 | 2022 |
| Bayesian prompt learning for image-language model generalization MM Derakhshani, E Sanchez, A Bulat, VGT da Costa, CGM Snoek, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 37 | 2023 |
| Variational prompt tuning improves generalization of vision-language models MM Derakhshani, E Sanchez, A Bulat, VGT da Costa, CGM Snoek, ... | 37 | 2022 |
| Overlapping analytic stages in online process mining GM Tavares, P Ceravolo, VGT Da Costa, E Damiani, SB Junior 2019 IEEE International Conference on Services Computing (SCC), 167-175, 2019 | 35 | 2019 |
| Detecting mobile botnets through machine learning and system calls analysis VGT da Costa, S Barbon Jr., RS Miani, JJPC Rodrigues, BB Zarpelão 2017 IEEE International Conference on Communications (ICC), 917-922, 2017 | 34 | 2017 |
| Multi-output tree chaining: An interpretative modelling and lightweight multi-target approach SM Mastelini, VGT da Costa, EJ Santana, FK Nakano, RC Guido, R Cerri, ... Journal of Signal Processing Systems 91, 191-215, 2019 | 33 | 2019 |
| One-class classification to detect botnets in iot devices VH Bezerra, VGT da Costa, SB Junior, RS Miani, BB Zarpelao Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais …, 2018 | 25 | 2018 |
| Anomaly detection in business process based on data stream mining GM Tavares, VGT da Costa, VE Martins, P Ceravolo, S Barbon Jr Proceedings of the XIV Brazilian symposium on information systems, 1-8, 2018 | 17 | 2018 |
| Benchmarking multi-target regression methods SM Mastelini, EJ Santana, VGT da Costa, S Barbon 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 396-401, 2018 | 15 | 2018 |
| Unsupervised domain adaptation for video transformers in action recognition VGT Da Costa, G Zara, P Rota, T Oliveira-Santos, N Sebe, V Murino, ... 2022 26th International Conference on Pattern Recognition (ICPR), 1258-1265, 2022 | 14 | 2022 |
| U-healthcare system for pre-diagnosis of Parkinson's disease from voice signal SB Junior, VGT Costa, SH Chen, RC Guido 2018 IEEE International Symposium on Multimedia (ISM), 271-274, 2018 | 12 | 2018 |
| Mobile botnets detection based on machine learning over system calls VGTD Costa, S Barbon, RS Miani, JJPC Rodrigues, BB Zarpelão International Journal of Security and Networks 14 (2), 103-118, 2019 | 11 | 2019 |
| Evaluating the four-way performance trade-off for data stream classification in edge computing JF Lopes, EJ Santana, VGT da Costa, BB Zarpelão, SB Junior IEEE Transactions on Network and Service Management 17 (2), 1013-1025, 2020 | 10 | 2020 |
Sylvio Barbon JuniorUniversity of Trieste, Department of Engineering and ArchitectureVerificeret mail på dia.units.it