Roberto Souto Maior de Barros

Universidade Federal de Pernambuco

16H指数

72论文数

1.5K被引数

收录论文 9

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.

Using spectral entropy and bernoulli map to handle concept drift 利用谱熵和伯努利映射处理概念漂移

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-04-01

PREAI

Meneses Chikushi, Rohgi Toshio; Maior de Barros, Roberto Souto; Monte da Silva, Marilu Gomes N.; Ferreira Maciel, Bruno Iran

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.

Wilcoxon Rank Sum Test Drift Detector

NEUROCOMPUTING

IF6.5

2018-01-01

PREAI

Maior de Barros, Roberto Souto; Gonzalez Hidalgo, Juan Isidro; de Lima Cabral, Danilo Rafael

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 large-scale study on the usage of Java's concurrent programming constructs 关于Java并发编程结构用法的大规模研究

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2015-08-01

PREAI

Pinto, Gustavo; Torres, Weslley; Fernandes, Benito; Castor, Fernando; Barros, Roberto S. M.

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.

RCD: A recurring concept drift framework

PATTERN RECOGNITION LETTERS

IF3.3

2013-07-01

PREAI

Goncalves, Paulo Mauricio, Jr.; Major de Barros, Roberto Souto

研究方向