| 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 | 45 | 2019 |
| 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 | 31 | 2018 |
| Providing IoT host-based datasets for intrusion detection research∗ VH Bezerra, VGT da Costa, RA Martins, SB Junior, RS Miani, BB Zarpelao Anais do XVIII Simpósio Brasileiro de Segurança da Informação e de Sistemas …, 2018 | 27 | 2018 |
| 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 (2), 191-215, 2019 | 23 | 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 | 22 | 2017 |
| 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 | 20 | 2018 |
| 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 | 17* | 2022 |
| One-class Classification to Detect Botnets in IoT devices∗ VH Bezerra, VGT da Costa, SB Junior, RS Miani, BB Zarpelao Anais do XVIII Simpósio Brasileiro de Segurança da Informação e de Sistemas …, 2018 | 13 | 2018 |
| 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 | 12 | 2019 |
| 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 | 9 | 2018 |
| 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 | 7 | 2021 |
| Mobile botnets detection based on machine learning over system calls VG Costa, S Barbon, RS Miani, JJPC Rodrigues, BB Zarpelão International Journal of Security and Networks, 103-118, 2019 | 7 | 2019 |
| 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 | 7 | 2018 |
| 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 | 6 | 2020 |
| 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 | 4 | 2018 |
| Making data stream classification tree-based ensembles lighter VGT da Costa, SM Mastelini, ACPLF de Carvalho, S Barbon 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 480-485, 2018 | 4 | 2018 |
| Online detection of Botnets on Network Flows using Stream Mining VGT da Costa, BBZ Zarpelão, RSM Miani, SBJ Junior Simpósio Brasileiro de Redes de Computadores (SBRC) 36, 2018 | 4 | 2018 |
| Evaluating the four-way performance trade-off for stream classification VG Turrisi da Costa, EJ Santana, JF Lopes, S Barbon International Conference on Green, Pervasive, and Cloud Computing, 3-17, 2019 | 3 | 2019 |
| Online local boosting: Improving performance in online decision trees VGT da Costa, SM Mastelini, ACP de Leon Ferreira, S Barbon 2019 8th Brazilian Conference on Intelligent Systems (BRACIS), 132-137, 2019 | 2 | 2019 |
| Deep computer vision system for cocoa classification JF Lopes, VGT da Costa, DF Barbin, LJP Cruz-Tirado, V Baeten, ... Multimedia Tools and Applications, 1-19, 2022 | 1 | 2022 |
Sylvio Barbon JuniorUniversity of Trieste, Department of Engineering and ArchitectureVerified email at dia.units.it
