Paulo Mauricio Gonçalves Jr.

According to our database, Paulo Mauricio Gonçalves Jr. authored at least 12 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Statistical Tests to Identify Virtual Concept Drifts.

Paulo M. Goncalves, Sylvain Chartier, Roberto Souto Maior de Barros

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

A Change Detector for Prior Probabilities of Classes.

Paulo M. Goncalves, Roberto S. M. Barros, Sylvain Chartier

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019

A differential evolution based method for tuning concept drift detectors in data streams.

Silas G. T. C. Santos, Roberto S. M. Barros, Paulo Mauricio Gonçalves Jr.

Inf. Sci., 2019

2017

RDDM: Reactive drift detection method.

Roberto Souto Maior de Barros, Danilo Rafael de Lima Cabral, Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos

Expert Syst. Appl., 2017

2014

A comparative study on concept drift detectors.

Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Davi Carnauba de Lima Vieira

Expert Syst. Appl., 2014

2013

RCD: A recurring concept drift framework.

Paulo Mauricio Gonçalves Jr., Roberto Souto Maior de Barros

Pattern Recognit. Lett., 2013

A Temporal Difference GNG-Based Approach for the State Space Quantization in Reinforcement Learning Environments.

Davi Carnauba de Lima Vieira, Paulo Jorge Leitão Adeodato, Paulo M. Goncalves

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012

On the Use of Data Mining Tools for Data Preparation in Classification Problems.

Paulo M. Goncalves, Roberto Souto Maior de Barros, Davi C. de L. Vieira

Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011

Comparing approaches to prepare data in classification problems.

Paulo M. Goncalves, Roberto Souto Maior de Barros

Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

Automating Data Preprocessing with DMPML and KDDML.

Paulo M. Goncalves, Roberto Souto Maior de Barros

Proceedings of the 10th IEEE/ACIS International Conference on Computer and Information Science, 2011

2010

Improving reinforcement learning algorithms by the use of data mining techniques for feature and action selection.

Davi C. de L. Vieira, Paulo J. L. Adeodato, Paulo M. Goncalves

Proceedings of the IEEE International Conference on Systems, 2010

2008

DMPML Data Mining Preparation Markup Language.

Paulo M. Goncalves, Adrian L. Arnaud, Roberto Souto Maior de Barros

Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008