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Silas Garrido Teixeira de Carvalho Santos
Silas Garrido Teixeira de Carvalho Santos
Geverifieerd e-mailadres voor cin.ufpe.br
Titel
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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
2392014
RDDM: Reactive drift detection method
RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos
Expert Systems with Applications 90, 344-355, 2017
2252017
A large-scale comparison of concept drift detectors
RSM Barros, SGTC Santos
Information Sciences 451, 348-370, 2018
1942018
An overview and comprehensive comparison of ensembles for concept drift
RSM de Barros, SGT de Carvalho Santos
Information Fusion 52, 213-244, 2019
992019
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
782016
A lightweight concept drift detection ensemble
BIF Maciel, SGTC Santos, RSM Barros
2015 IEEE 27th International Conference on Tools with Artificial …, 2015
732015
Speeding up recovery from concept drifts
SGTC Santos, PM Gonçalves Júnior, GDS Silva, RSM de Barros
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
662014
Online adaboost-based methods for multiclass problems
SGTC Santos, RSM de Barros
Artificial Intelligence Review 53 (2), 1293-1322, 2020
512020
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
342019
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
282015
MOAManager: A tool to support data stream experiments
BIF Maciel, SGTC Santos, RSM Barros
Software: Practice and Experience 50 (4), 325-334, 2020
152020
Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift
JIG Hidalgo, SGTC Santos, RSM Barros
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (2), 1-20, 2021
122021
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
62021
Evaluating k-NN in the Classification of Data Streams with Concept Drift
RSM de Barros, SGTC Santos, JP Barddal
arXiv preprint arXiv:2210.03119, 2022
32022
Statistical tests ensemble drift detector
JLM Pérez, RSM Barros, SGTC Santos
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1021-1028, 2020
32020
Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams
JIG Hidalgo, SGTC Santos, RSM de Barros
Knowledge and Information Systems 65 (4), 1787-1816, 2023
22023
Experimenting with Supervised Drift Detectors in Semi-supervised Learning
JLM Pérez, RSM de Barros, SGT de Carvalho Santos
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 730-735, 2023
12023
Quantifying Webpage Performance: A Comparative Analysis of TCP/IP and QUIC Communication Protocols for Improved Efficiency
TCC Nepomuceno, KTC Nepomuceno, FC da Silva, ...
Data 8 (8), 134, 2023
12023
Online boosting para problemas multiclasse
SGTC SANTOS
Universidade Federal de Pernambuco, 2019
12019
Features and Classes Drift Detector to Deal with Imbalanced Data Streams
SGT de Carvalho Santos, DRDL Cabral, RSM de Barros
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 717-722, 2023
2023
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Artikelen 1–20