Concepedia

Roberto Souto Maior de Barros

RS

19

Publications

1.3K

Citations

15

H-Index

2003

Active since

Affiliations

Universidade Federal de Pernambuco(Current)

Instituto Federal de Educação, Ciência e Tecnologia de Pernambuco

Roberto Souto Maior de Barros is an author at Universidade Federal de Pernambuco specializing in engineering, computer science, and data mining.

Top concepts

EngineeringComputer ScienceData MiningMachine LearningKnowledge DiscoveryData ScienceStatisticsPattern RecognitionPredictive AnalyticsText Mining

Publications per year

2003–2021

19

Publications

19

A comparative study on concept drift detectors

Paulo Gonçalves, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros et al. · Expert Systems with Applications · 2014 · 195 citations

Engineering, Information Retrieval, Machine Learning +9

RDDM: Reactive drift detection method

Roberto Souto Maior de Barros, Danilo R.L. Cabral, Paulo Gonçalvés et al. · Expert Systems with Applications · 2017 · 195 citations

Signal Processing, Engineering, Data Science +1

A large-scale comparison of concept drift detectors

Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos · Information Sciences · 2018 · 160 citations

Concept Drift Detectors, Engineering, Machine Learning +9

Wilcoxon Rank Sum Test Drift Detector

Roberto Souto Maior de Barros, Juan Isidro González Hidalgo, Danilo Rafael de Lima Cabral · Neurocomputing · 2017 · 120 citations

Engineering, Shift Detection, Concept Drift +6

Concept drift detection based on Fisher’s Exact test

Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros · Information Sciences · 2018 · 106 citations

Engineering, Machine Learning, Concept Drift +6

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