Paulo Mauricio Gonçalves Júnior
Paulo Mauricio Gonçalves Júnior
Professor de Análise e Desenvolvimento de Sistemas, Instituto Federal de Pernambuco
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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
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
Automatic language identification of written texts
RD Lins, PM Gonçalves Jr
Proceedings of the 2004 ACM symposium on Applied computing, 1128-1133, 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
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
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
Automating data preprocessing with dmpml and kddml
PM Gonçalves Jr, RSM Barros
2011 10th IEEE/ACIS International Conference on Computer and Information …, 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
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
A comparison on how statistical tests deal with concept drifts
PM Gonçalves Jr, RSM Barros
Proceedings of the 2012 International Conference on Artificial Intelligence …, 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
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
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
DMPML Data Mining Preparation Markup Language
PM Gonçalves Jr, AL Arnaud, RSM Barros
Computer Systems and Applications, 2008. AICCSA 2008. IEEE/ACS International …, 2008
Multivariate Non-Parametric Statistical Tests to Reuse Classifiers in Recurring Concept Drifting Environments
PM Gonçalves Júnior
Universidade Federal de Pernambuco, 2013
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
Comparing approaches to prepare data in classification problems
PM Gonçalves Jr, RSM Barros
Computer Systems and Applications (AICCSA), 2011 9th IEEE/ACS International …, 2011
Speeding Up Statistical Tests to Detect Recurring Concept Drifts
PM Gonçalves Jr, RSM de Barros
Computer and Information Science, 129-142, 2013
DMPML: Uma Aplicação XML para a Fase de Preparação de Dados do Processo de KDD
PM Gonçalves Jr
Universidade Federal de Pernambuco, 2005
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