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 (SMC, 2010)

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 (ACIS-ICIS, 2012)

A Temporal Difference GNG-Based Algorithm That Can Learn to Control in Reinforcement Learning Environments. - Davi C. de L. Vieira; Paulo J. L. Adeodato; Paulo M. Goncalves Junior (ICMLA (1), 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 (ICTAI, 2013)

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)