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ORCIDSilas G. T. C. Santos
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2020 – today
- 2023
[j11]Thyago Celso Cavalcante Nepomuceno
, Késsia Thais C. Nepomuceno, Fabiano Carlos da Silva, Silas Garrido Teixeira de Carvalho Santos:
Quantifying Webpage Performance: A Comparative Analysis of TCP/IP and QUIC Communication Protocols for Improved Efficiency. Data 8(8): 134 (2023)- [j10]Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto Souto Maior de Barros:
Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams. Knowl. Inf. Syst. 65(4): 1787-1816 (2023) - [c8]Jose Junior De Oliveira Silva, Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos:
Stock Price Movement Prediction based on Optimized Traditional Machine Learning Models. SSCI 2023: 711-716 - [c7]Silas Garrido Teixeira de Carvalho Santos, Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros:
Features and Classes Drift Detector to Deal with Imbalanced Data Streams. SSCI 2023: 717-722 - [c6]José Luis Martínez Pérez, Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos:
Experimenting with Supervised Drift Detectors in Semi-supervised Learning. SSCI 2023: 730-735 - 2022
- [j9]Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto S. M. Barros:
Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift. ACM Trans. Knowl. Discov. Data 16(2): 31:1-31:20 (2022) - [i1]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Jean Paul Barddal:
Evaluating k-NN in the Classification of Data Streams with Concept Drift. CoRR abs/2210.03119 (2022) - 2021
- [j8]Halisson Alberdan Cavalcanti Cardoso, Sílvio de Barros Melo, Ricardo Martins de Abreu Silva, Sidartha Azevedo Lobo de Carvalho, Silas Garrido Teixeira de Carvalho Santos, Carlos Costa Dantas:
Spectral analysis and optimization of the condition number problem. Comput. Phys. Commun. 258: 107587 (2021) - 2020
- [j7]Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros:
Online AdaBoost-based methods for multiclass problems. Artif. Intell. Rev. 53(2): 1293-1322 (2020) - [j6]Bruno Iran Ferreira Maciel, Silas G. T. C. Santos, Roberto S. M. Barros:
MOAManager: A tool to support data stream experiments. Softw. Pract. Exp. 50(4): 325-334 (2020) - [c5]José Luis Martínez Pérez, Roberto S. M. Barros, Silas G. T. C. Santos:
Statistical Tests Ensemble Drift Detector. SSCI 2020: 1021-1028
2010 – 2019
- 2019
- [j5]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos:
An overview and comprehensive comparison of ensembles for concept drift. Inf. Fusion 52: 213-244 (2019) - [j4]Silas G. T. C. Santos, Roberto S. M. Barros, Paulo Mauricio Gonçalves Jr.:
A differential evolution based method for tuning concept drift detectors in data streams. Inf. Sci. 485: 376-393 (2019) - 2018
- [j3]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos:
A large-scale comparison of concept drift detectors. Inf. Sci. 451-452: 348-370 (2018) - 2017
- [j2]Roberto Souto Maior de Barros, Danilo Rafael de Lima Cabral, Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos:
RDDM: Reactive drift detection method. Expert Syst. Appl. 90: 344-355 (2017) - 2016
- [c4]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior:
A Boosting-like Online Learning Ensemble. IJCNN 2016: 1871-1878 - 2015
- [c3]Bruno Iran Ferreira Maciel, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros:
A Lightweight Concept Drift Detection Ensemble. ICTAI 2015: 1061-1068 - [c2]Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Paulo Mauricio Gonçalves Júnior:
Optimizing the Parameters of Drift Detection Methods Using a Genetic Algorithm. ICTAI 2015: 1077-1084 - 2014
- [j1]Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Davi Carnauba de Lima Vieira:
A comparative study on concept drift detectors. Expert Syst. Appl. 41(18): 8144-8156 (2014) - [c1]Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior, Geyson Daniel dos Santos Silva, Roberto Souto Maior de Barros:
Speeding Up Recovery from Concept Drifts. ECML/PKDD (3) 2014: 179-194
Coauthor Index
aka: Roberto Souto Maior de Barros
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