About
I’m a Ph.D. in Computer Science from Universidade Federal de Pernambuco (CIn-UFPE). My research area is in Machine Learning, with special interest in Online Learning and Concept Drift: the study of how statistical patterns in data streams evolve over time and how learning systems can adapt accordingly.
Publications
2014
PM Gonçalves Jr, SGT de Carvalho Santos, RSM Barros, DCL Vieira. Expert Systems with Applications 41 (18)
276 citations
2017
RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos. Expert Systems with Applications 90
263 citations
2018
RSM Barros, SGTC Santos. Information Sciences 451
220 citations
2019
RSM de Barros, SGT de Carvalho Santos. Information Fusion 52
114 citations
2016
RSM de Barros, SGT de Carvalho Santos, PMG Júnior. 2016 International Joint Conference on Neural Networks (IJCNN)
81 citations
2015
BIF Maciel, SGTC Santos, RSM Barros. 2015 IEEE 27th International Conference on Tools with Artificial …
78 citations
2014
SGTC Santos, PM Gonçalves Júnior, GDS Silva, RSM de Barros. Joint European conference on machine learning and knowledge discovery in …
64 citations
2020
SGTC Santos, RSM de Barros. Artificial Intelligence Review 53 (2)
51 citations
2019
SGTC Santos, RSM Barros, PM Gonçalves Jr. Information Sciences 485
36 citations
2015
SGTC Santos, RSM Barros, PMG Júnior. 2015 IEEE 27th International Conference on Tools with Artificial …
25 citations
2021
JIG Hidalgo, SGTC Santos, RSM Barros. ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (2)
16 citations
2020
BIF Maciel, SGTC Santos, RSM Barros. Software: Practice and Experience 50 (4)
13 citations
2021
HAC Cardoso, S de Barros Melo, RM de Abreu Silva, SAL de Carvalho, .... Computer Physics Communications 258
7 citations
2020
JLM Pérez, RSM Barros, SGTC Santos. 2020 IEEE Symposium Series on Computational Intelligence (SSCI)
5 citations
2022
RSM de Barros, SGTC Santos, JP Barddal. arXiv preprint arXiv:2210.03119
3 citations
2025
JLM Perez, RSM Barros, SGTC Santos. IEEE Access 13
3 citations
2023
JIG Hidalgo, SGTC Santos, RSM de Barros. Knowledge and Information Systems 65 (4)
2 citations
2015
SGTC SANTOS.
1 citation
2023
TCC Nepomuceno, KTC Nepomuceno, FC da Silva, .... Data 8 (8)
1 citation
2023
JLM Pérez, RSM de Barros, SGT de Carvalho Santos. 2023 IEEE Symposium Series on Computational Intelligence (SSCI)
1 citation
2019
SGTC SANTOS.
2023
JJDO Silva, RSM de Barros, SGT de Carvalho Santos. 2023 IEEE Symposium Series on Computational Intelligence (SSCI)
2023
SGT de Carvalho Santos, DRDL Cabral, RSM de Barros. 2023 IEEE Symposium Series on Computational Intelligence (SSCI)
Additional materials from some published articles can be found here.
Contact
silas[at]silasgarrido.com