Roberto S. M. Barros
Roberto S. M. Barros
Professor of Computer Science, UFPE, Brazil
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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
RCD: A recurring concept drift framework
PM Gonçalves Jr, RSM De Barros
Pattern Recognition Letters 34 (9), 1018-1025, 2013
RDDM: Reactive drift detection method
RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos
Expert Systems with Applications 90, 344-355, 2017
A large-scale comparison of concept drift detectors
RSM Barros, SGTC Santos
Information Sciences 451, 348-370, 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
Concept drift detection based on Fisher’s Exact test
DR de Lima Cabral, RSM de Barros
Information Sciences 442, 220-234, 2018
Wilcoxon rank sum test drift detector
RSM de Barros, JIG Hidalgo, DR de Lima Cabral
Neurocomputing 275, 1954-1963, 2018
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
A lightweight concept drift detection ensemble
BIF Maciel, SGTC Santos, RSM Barros
2015 IEEE 27th International Conference on Tools with Artificial …, 2015
Speeding up recovery from concept drifts
SGT de Carvalho Santos, PMG Júnior, GD dos Santos Silva, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
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
An overview and comprehensive comparison of ensembles for concept drift
RSM de Barros, SGT de Carvalho Santos
Information Fusion 52, 213-244, 2019
Providing geographic-multidimensional decision support over the Web
J da Silva, VC Times, RN Fidalgo, RSM Barros
Asia-Pacific Web Conference, 477-488, 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
Deriving relational database programs from formal specifications
RSM de Barros
International Symposium of Formal Methods Europe, 703-723, 1994
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
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
A method for the specification of relational database applications
RSM de Barros, DJ Harper
Z User Workshop, York 1991, 261-286, 1992
The real numbers in Z
WR Oliveira, RSM Barros
Proceedings of the 2nd BCS-FACS Northern Formal Methods 2, 1-15, 1997
Online adaboost-based methods for multiclass problems
SGT de Carvalho Santos, RSM de Barros
Artificial Intelligence Review 53 (2), 1293-1322, 2020
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