Silas Garrido Teixeira de Carvalho Santos

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Machine Learning Models

Drift Detection

Top Venues

Expert Syst. Appl.

Artif. Intell. Rev.

Publications

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)
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)
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)
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) (2023)
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 (2022)
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 (2021)
Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros
Online AdaBoost-based methods for multiclass problems. Artif. Intell. Rev. 53 (2) (2020)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
An overview and comprehensive comparison of ensembles for concept drift. Inf. Fusion 52 (2019)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
A large-scale comparison of concept drift detectors. Inf. Sci. (2018)
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 (2017)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior
A Boosting-like Online Learning Ensemble. IJCNN (2016)
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)
Bruno Iran Ferreira Maciel, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros
A Lightweight Concept Drift Detection Ensemble. ICTAI (2015)
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)
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) (2014)