Roberto S. M. Barros

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	All	Since 2019
Citations	1744	1265
h-index	19	15
i10-index	29	18

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Co-authors

Silas Garrido Teixeira de Carvalho Sa...Universidade Federal de PernambucoVerified email at cin.ufpe.br
Paulo Mauricio Gonçalves JúniorProfessor de Análise e Desenvolvimento de Sistemas, Instituto Federal de PernambucoVerified email at recife.ifpe.edu.br
Danilo CabralStatistical ProgrammerVerified email at danilocabral.com.br
Maciel, BIFVerified email at cin.ufpe.br
Valeria Cesario TimesFederal University of PernambucoVerified email at cin.ufpe.br
Davi C. L. VieiraProfessor at Instituto Federal de Alagoas - IFALVerified email at ifal.edu.br
Robson do Nascimento FidalgoUniversidade Federal de PernambucoVerified email at cin.ufpe.br
Fernando CastorUniversity of Twente and Universidade Federal de PernambucoVerified email at utwente.nl
Gustavo PintoFederal University of Pará & Zup InnovationVerified email at ufpa.br
Weslley TorresEindhoven University of TechnologyVerified email at tue.nl
Wilson de OliveiraDepartamento de Estatística e Informática - UFRPEVerified email at ufrpe.br
Roberto André HexselProfessor of Computer Science, Dept of Informatics, Universidade Federal do ParanáVerified email at inf.ufpr.br
Jacques RobinEngineering School of Informatics Electronics and Automation (ESIEA), Paris, Ivry and Laval, FranceVerified email at esiea.fr
Nelson Souto RosaFull Professor, Universidade Federal de PernambucoVerified email at cin.ufpe.br
Ryan Ribeiro de AzevedoProfessor of Computer Science, Federal University of Agreste of PernambucoVerified email at cin.ufpe.br
Guilherme Ataíde DiasInformation Science researcher, Universidade Federal da Paraíba, BrazilVerified email at ccsa.ufpb.br
Alex Sandro Gomes, Ph.D.Centro de informática, UFPEVerified email at cin.ufpe.br
Rodrigo G. C. RochaUFRPEVerified email at ufape.edu.br
Paulo Romero Martins MacielUniversidade Federal de PernambucoVerified email at cin.ufpe.br
Alexandre AlvaroProfessor UFSCar - SorocabaVerified email at ufscar.br

Roberto S. M. Barros

Professor of Computer Science, CIn-UFPE, Brazil

Verified email at cin.ufpe.br - Homepage

Data Streams Concept Drift Pattern Recognition Machine Learning Software Engineering


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A comparative study on concept drift detectors PM Gonçalves Jr, SGT de Carvalho Santos, RSM Barros, DCL Vieira Expert Systems with Applications 41 (18), 8144-8156, 2014	208	2014
RDDM: Reactive drift detection method RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos Expert Systems with Applications 90, 344-355, 2017	172	2017
A large-scale comparison of concept drift detectors RSM Barros, SGTC Santos Information Sciences 451, 348-370, 2018	161	2018
RCD: A recurring concept drift framework PM Gonçalves Jr, RSM De Barros Pattern Recognition Letters 34 (9), 1018-1025, 2013	126	2013
Wilcoxon rank sum test drift detector RSM de Barros, JIG Hidalgo, DR de Lima Cabral Neurocomputing 275, 1954-1963, 2018	114	2018
Concept drift detection based on Fisher’s Exact test DR de Lima Cabral, RSM de Barros Information Sciences 442, 220-234, 2018	112	2018
An overview and comprehensive comparison of ensembles for concept drift RSM de Barros, SGT de Carvalho Santos Information Fusion 52, 213-244, 2019	84	2019
A boosting-like online learning ensemble RSM de Barros, SGT de Carvalho Santos, PMG Júnior 2016 international joint conference on neural networks (IJCNN), 1871-1878, 2016	71	2016
A lightweight concept drift detection ensemble BIF Maciel, SGTC Santos, RSM Barros 2015 IEEE 27th International Conference on Tools with Artificial …, 2015	65	2015
A large-scale study on the usage of Java’s concurrent programming constructs G Pinto, W Torres, B Fernandes, F Castor, RSM Barros Journal of Systems and Software 106, 59-81, 2015	64	2015
Speeding up recovery from concept drifts SGTC Santos, PM Gonçalves Júnior, GDS Silva, RSM de Barros Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014	64	2014
Online AdaBoost-based methods for multiclass problems SGTC Santos, RSM de Barros Artificial Intelligence Review 53 (2), 1293-1322, 2020	42	2020
On the formal specification and derivation of relational database applications R Souto, M de Barros Electronic Notes in Theoretical Computer Science 14, 3-29, 1998	34	1998
Experimenting with prequential variations for data stream learning evaluation JIG Hidalgo, BIF Maciel, RSM Barros Computational Intelligence 35 (4), 670-692, 2019	32	2019
A differential evolution based method for tuning concept drift detectors in data streams SGTC Santos, RSM Barros, PM Gonçalves Jr Information Sciences 485, 376-393, 2019	31	2019
Optimizing the parameters of drift detection methods using a genetic algorithm SGTC Santos, RSM Barros, PMG Júnior 2015 IEEE 27th International Conference on Tools with Artificial …, 2015	26	2015
Deriving relational database programs from formal specifications RSM de Barros International Symposium of Formal Methods Europe, 703-723, 1994	24	1994
Providing geographic-multidimensional decision support over the Web J da Silva, VC Times, RN Fidalgo, RSM Barros Asia-Pacific Web Conference, 477-488, 2005	22	2005
Towards a Web Service for Geographic and Multidimensional Processing. J da Silva, VC Times, R do Nascimento Fidalgo, RSM de Barros GEOINFO, 1-18, 2004	21	2004
GMLA: A XML Schema for Integration and Exchange of Multidimensional-Geographical Data. R do Nascimento Fidalgo, J da Silva, VC Times, FF de Souza, ... GEOINFO, 2003	19	2003

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