Roberto S. M. Barros

Cited by

	All	Since 2017
Citations	1223	915
h-index	19	15
i10-index	25	16

300

150

225

199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120226 11 5 11 2 2 2 3 16 10 21 12 22 5 12 23 12 12 13 20 34 39 52 109 146 205 298 105

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 CabralCientista de DadosVerified 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
Fernando CastorUniversidade Federal de Pernambuco and Utrecht UniversityVerified email at cin.ufpe.br
Gustavo PintoFederal University of ParáVerified email at ufpa.br
Weslley TorresEindhoven University of TechnologyVerified email at tue.nl
Roberto André HexselProfessor of Computer Science, Dept of Informatics, Universidade Federal do ParanáVerified email at inf.ufpr.br
Wilson de OliveiraDepartamento de Estatística e Informática - UFRPEVerified email at ufrpe.br
Nelson Souto RosaFull Professor, Universidade Federal de PernambucoVerified email at cin.ufpe.br
Jacques RobinUniversité Paris 1 Panthéon-SorbonneVerified email at univ-paris1.fr
Ryan Ribeiro de AzevedoProfessor of Computer Science, Federal University of Agreste of PernambucoVerified email at cin.ufpe.br
Guilherme Ataíde DiasProfessor of Information Science, Universidade Federal da ParaíbaVerified 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
José Jorge Lima Dias Jr.Professor de Computação e Sistemas de Informação, Universidade Federal da ParaíbaVerified email at dce.ufpb.br
Alexandre AlvaroProfessor UFSCar - SorocabaVerified email at ufscar.br

Roberto S. M. Barros

Professor of Computer Science, UFPE, Brazil

Verified email at cin.ufpe.br - Homepage

Data Streams Concept Drift Pattern Recognition Machine Learning Software Engineering


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	139	2014
RDDM: Reactive drift detection method RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos Expert Systems with Applications 90, 344-355, 2017	103	2017
RCD: A recurring concept drift framework PM Gonçalves Jr, RSM De Barros Pattern Recognition Letters 34 (9), 1018-1025, 2013	102	2013
A large-scale comparison of concept drift detectors RSM Barros, SGTC Santos Information Sciences 451, 348-370, 2018	101	2018
Concept drift detection based on Fisher’s Exact test DR de Lima Cabral, RSM de Barros Information Sciences 442, 220-234, 2018	72	2018
Wilcoxon rank sum test drift detector RSM de Barros, JIG Hidalgo, DR de Lima Cabral Neurocomputing 275, 1954-1963, 2018	69	2018
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	57	2015
An overview and comprehensive comparison of ensembles for concept drift RSM de Barros, SGT de Carvalho Santos Information Fusion 52, 213-244, 2019	49	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	49	2016
Speeding up recovery from concept drifts SGTC Santos, PM Gonçalves Júnior, GDS Silva, RSM Barros Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014	49	2014
A lightweight concept drift detection ensemble BIF Maciel, SGTC Santos, RSM Barros 2015 IEEE 27th International Conference on Tools with Artificial …, 2015	47	2015
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
Online AdaBoost-based methods for multiclass problems SGTC Santos, RSM de Barros Artificial Intelligence Review 53 (2), 1293-1322, 2020	26	2020
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	22	2019
Providing geographic-multidimensional decision support over the Web J Silva, VC Times, RN Fidalgo, RSM Barros Asia-Pacific Web Conference, 477-488, 2005	22	2005
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	21	2015
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
Deriving relational database programs from formal specifications RSM de Barros International Symposium of Formal Methods Europe, 703-723, 1994	20	1994
Experimenting with prequential variations for data stream learning evaluation JIG Hidalgo, BIF Maciel, RSM Barros Computational Intelligence 35 (4), 670-692, 2019	19	2019
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	18	2003

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors