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Victor G. Turrisi da Costa
Victor G. Turrisi da Costa
Research Intern @ Samsung & PhD Student @ University of Trento
Verified email at unitn.it
Title
Cited by
Cited by
Year
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
452019
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
312018
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
272018
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
232019
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
222017
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
202018
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
132018
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
122019
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
92018
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
72021
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
72019
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
72018
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
62020
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
42018
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
42018
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
42018
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
32019
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
22019
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
12022
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Articles 1–20