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 | 214 | 2014 |
RDDM: Reactive drift detection method RSM Barros, DRL Cabral, PM Gonçalves Jr, SGTC Santos Expert Systems with Applications 90, 344-355, 2017 | 183 | 2017 |
A large-scale comparison of concept drift detectors RSM Barros, SGTC Santos Information Sciences 451, 348-370, 2018 | 168 | 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 | 118 | 2018 |
Concept drift detection based on Fisher’s Exact test DR de Lima Cabral, RSM de Barros Information Sciences 442, 220-234, 2018 | 117 | 2018 |
An overview and comprehensive comparison of ensembles for concept drift RSM de Barros, SGT de Carvalho Santos Information Fusion 52, 213-244, 2019 | 89 | 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 | 72 | 2016 |
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 | 67 | 2015 |
A lightweight concept drift detection ensemble BIF Maciel, SGTC Santos, RSM Barros 2015 IEEE 27th International Conference on Tools with Artificial …, 2015 | 66 | 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 | 32 | 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 | 27 | 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 |