Silas Garrido Teixeira de Carvalho Santos
Silas Garrido Teixeira de Carvalho Santos
Universidade Federal de Pernambuco
Verified email at silasgarrido.com
Title
Cited by
Cited by
Year
A comparative study on concept drift detectors
PM Gonçalves Jr, SGT de Carvalho Santos, RSM Barros, DCL Vieira
Expert Systems with Applications 41 (18), 8144-8156, 2014
1172014
RDDM: Reactive drift detection method
RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos
Expert Systems with Applications 90, 344-355, 2017
702017
A large-scale comparison of concept drift detectors
RSM Barros, SGTC Santos
Information Sciences 451, 348-370, 2018
652018
A lightweight concept drift detection ensemble
BIF Maciel, SGTC Santos, RSM Barros
2015 IEEE 27th International Conference on Tools with Artificial …, 2015
362015
Speeding up recovery from concept drifts
SGT de Carvalho Santos, PMG Júnior, GD dos Santos Silva, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
362014
A boosting-like online learning ensemble
RSM de Barros, SGT de Carvalho Santos, PMG Júnior
2016 International Joint Conference on Neural Networks (IJCNN), 1871-1878, 2016
352016
An overview and comprehensive comparison of ensembles for concept drift
RSM de Barros, SGT de Carvalho Santos
Information Fusion 52, 213-244, 2019
302019
Optimizing the parameters of drift detection methods using a genetic algorithm
SGTC Santos, RSM Barros, PMG Júnior
2015 IEEE 27th International Conference on Tools with Artificial …, 2015
212015
Online adaboost-based methods for multiclass problems
SGT de Carvalho Santos, RSM de Barros
Artificial Intelligence Review 53 (2), 1293-1322, 2020
172020
A differential evolution based method for tuning concept drift detectors in data streams
SGTC Santos, RSM Barros, PM Gonçalves Jr
Information Sciences 485, 376-393, 2019
152019
MOAManager: A tool to support data stream experiments
BIF Maciel, SGTC Santos, RSM Barros
Software: Practice and Experience 50 (4), 325-334, 2020
42020
Spectral analysis and optimization of the condition number problem
HAC Cardoso, S de Barros Melo, RM de Abreu Silva, SAL de Carvalho, ...
Computer Physics Communications 258, 107587, 2021
2021
Online boosting para problemas multiclasse
SGTC SANTOS
Universidade Federal de Pernambuco, 2019
2019
Avaliação criteriosa dos algoritmos de detecção de concept drifts
SGTC SANTOS
Universidade Federal de Pernambuco, 2015
2015
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