| 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 |
| RCD: A recurring concept drift framework PM Gonçalves Jr, RSM De Barros Pattern Recognition Letters 34 (9), 1018-1025, 2013 | 126 | 2013 |
| 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 |
| Automatic language identification of written texts RD Lins, PM Gonçalves Jr Proceedings of the 2004 ACM symposium on Applied computing, 1128-1133, 2004 | 68 | 2004 |
| Speeding Up Recovery from Concept Drifts SGT de Carvalho Santos, PM Gonçalves Jr, GD dos Santos Silva, ... Machine Learning and Knowledge Discovery in Databases, 179-194, 2014 | 64* | 2014 |
| Optimizing the Parameters of Drift Detection Methods Using a Genetic Algorithm SGTC Santos, RSM Barros, PMG Júnior Tools with Artificial Intelligence (ICTAI), 2015 IEEE 27th International …, 2015 | 26 | 2015 |
| Improving reinforcement learning algorithms by the use of data mining techniques for feature and action selection DCL Vieira, PJL Adeodato, PM Gonçalves Jr Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on …, 2010 | 14 | 2010 |
| Automating data preprocessing with dmpml and kddml PM Gonçalves Jr, RSM Barros 2011 10th IEEE/ACIS International Conference on Computer and Information …, 2011 | 8 | 2011 |
| A Temporal Difference GNG-Based Approach for the State Space Quantization in Reinforcement Learning Environments DCDL Vieira, PJL Adeodato, PM Gonçalves Jr Tools with Artificial Intelligence (ICTAI), 2013 IEEE 25th International …, 2013 | 7 | 2013 |
| On the use of data mining tools for data preparation in classification problems PM Gonçalves Jr, RSM Barros, DCL Vieira Computer and Information Science (ICIS), 2012 IEEE/ACIS 11th International …, 2012 | 7 | 2012 |
| A comparison on how statistical tests deal with concept drifts PM Gonçalves Jr, RSM Barros Proceedings on the International Conference on Artificial Intelligence (ICAI), 1, 2012 | 6 | 2012 |
| A Temporal Difference GNG-based Algorithm that can learn to Control in Reinforcement Learning Environments DCL Vieira, PJL Adeodato, PM Gonçalves Jr Machine Learning and Applications (ICMLA), 2013 12th International …, 2013 | 5 | 2013 |
| DMPML Data Mining Preparation Markup Language PM Gonçalves Jr, AL Arnaud, RSM Barros Computer Systems and Applications, 2008. AICCSA 2008. IEEE/ACS International …, 2008 | 3 | 2008 |
| Learning-based bypass zone search algorithm for fast motion estimation P Goncalves, G Correa, L Agostini, M Porto Multimedia Tools and Applications 82 (3), 3535-3560, 2023 | 2 | 2023 |
| Statistical Tests to Identify Virtual Concept Drifts PM Gonçalves, S Chartier, RSM de Barros 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 1 | 2021 |
| A change detector for prior probabilities of classes PM Gonçalves, RSM Barros, S Chartier 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1029-1036, 2020 | 1 | 2020 |
| Multivariate Non-Parametric Statistical Tests to Reuse Classifiers in Recurring Concept Drifting Environments PM Gonçalves Júnior Universidade Federal de Pernambuco, 2013 | 1 | 2013 |
| Comparing approaches to prepare data in classification problems PM Gonçalves Jr, RSM Barros Computer Systems and Applications (AICCSA), 2011 9th IEEE/ACS International …, 2011 | 1 | 2011 |
| Speeding Up Statistical Tests to Detect Recurring Concept Drifts PM Gonçalves Jr, RSM de Barros Computer and Information Science, 129-142, 2013 | | 2013 |
| DMPML: Uma Aplicação XML para a Fase de Preparação de Dados do Processo de KDD PM Gonçalves Jr Universidade Federal de Pernambuco, 2005 | | 2005 |
Roberto S. M. BarrosProfessor of Computer Science, CIn-UFPE, BrazilVerified email at cin.ufpe.br
