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Roberto S. M. Barros
Roberto S. M. Barros
Professor of Computer Science, CIn-UFPE, Brazil
E-mail confirmado em cin.ufpe.br - Página inicial
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Ano
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
2322014
RDDM: Reactive drift detection method
RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos
Expert Systems with Applications 90, 344-355, 2017
2202017
A large-scale comparison of concept drift detectors
RSM Barros, SGTC Santos
Information Sciences 451, 348-370, 2018
1932018
Wilcoxon rank sum test drift detector
RSM de Barros, JIG Hidalgo, DR de Lima Cabral
Neurocomputing 275, 1954-1963, 2018
1312018
RCD: A recurring concept drift framework
PM Gonçalves Jr, RSM De Barros
Pattern Recognition Letters 34 (9), 1018-1025, 2013
1282013
Concept drift detection based on Fisher’s Exact test
DR de Lima Cabral, RSM de Barros
Information Sciences 442, 220-234, 2018
1252018
An overview and comprehensive comparison of ensembles for concept drift
RSM de Barros, SGT de Carvalho Santos
Information Fusion 52, 213-244, 2019
972019
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
792016
A lightweight concept drift detection ensemble
BIF Maciel, SGTC Santos, RSM Barros
2015 IEEE 27th International Conference on Tools with Artificial …, 2015
722015
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
682015
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
642014
Online AdaBoost-based methods for multiclass problems
SGTC Santos, RSM de Barros
Artificial Intelligence Review 53 (2), 1293-1322, 2020
512020
Experimenting with prequential variations for data stream learning evaluation
JIG Hidalgo, BIF Maciel, RSM Barros
Computational Intelligence 35 (4), 670-692, 2019
362019
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
351998
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
342019
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
282015
Deriving relational database programs from formal specifications
RSM de Barros
International Symposium of Formal Methods Europe, 703-723, 1994
261994
Using spectral entropy and bernoulli map to handle concept drift
RTM Chikushi, RSM de Barros, MGNM da Silva, BIF Maciel
Expert Systems with Applications 167, 114114, 2021
222021
Providing geographic-multidimensional decision support over the Web
J da Silva, VC Times, RN Fidalgo, RSM Barros
Asia-Pacific Web Conference, 477-488, 2005
212005
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
212004
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