Silas Garrido Teixeira de Carvalho Santos

Universidade Federal de Pernambuco

11H指数

23论文数

933被引数

收录论文 6

发表时间

Enhancing Semi-Supervised Learning With Concept Drift Detection and Self-Training: A Study on Classifier Diversity and Performance

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Perez, Jose L. M.; Barros, Roberto S. M.; Santos, Silas G. T. C.

Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift 动态调整集合中的多样性，以对具有概念漂移的数据流进行分类

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2021-07-21

PREAI

Hidalgo, Juan I. G.; Santos, Silas G. T. C.; Barros, Roberto S. M.

Spectral analysis and optimization of the condition number problem

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2021-01-01

PREAI

Cavalcanti Cardoso, Halisson Alberdan; Melo, Silvio de Barros; de Abreu Silva, Ricardo Martins; Lobo de Carvalho, Sidartha Azevedo; de Carvalho Santos, Silas Garrido Teixeira; Dantas, Carlos Costa

An overview and comprehensive comparison of ensembles for concept drift

INFORMATION FUSION

IF15.5

2019-12-01

PREAI

Maior de Barros, Roberto Souto; de Carvalho Santos, Silas Garrido T.

RDDM: Reactive drift detection method RDDM: 反应性漂移检测方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2017-12-01

128

PREAI

Barros, Roberto S. M.; Cabral, Danilo R. L.; Goncalves, Paulo M., Jr.; Santos, Silas G. T. C.

A comparative study on concept drift detectors 概念漂移探测器的比较研究

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2014-12-01

115

PREAI

Goncalves, Paulo M., Jr.; de Carvalho Santos, Silas G. T.; Barros, Roberto S. M.; Vieira, Davi C. L.

研究方向