Neural Networks vs Logistic Regression: a Comparative Study on a Large Data Set. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Roberto A. F. Santos; Rodrigo C. L. V. Cunha; Domingos S. M. P. Monteiro (ICPR (3), 2004)

DMPML Data Mining Preparation Markup Language. - Paulo M. Goncalves; Adrian L. Arnaud; Roberto Souto Maior de Barros (AICCSA, 2008)

A systematic solution for the NN3 Forecasting Competition problem based on an ensemble of MLP neural networks. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Rodrigo C. L. V. Cunha; Domingos Sávio Malaquias Pessoa Monteiro (ICPR, 2008)

The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Rodrigo C. L. V. Cunha; Domingos S. M. P. Monteiro; Rosalvo F. O. Neto (Int. J. Data Warehous. Min., 2008)

The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 Ford Classification Challenge. - Paulo J. L. Adeodato; Adrian L. Arnaud; Germano C. Vasconcelos; Rodrigo C. L. V. Cunha; Tarcísio B. Gurgel; Domingos S. M. P. Monteiro (IJCNN, 2009)

The Power of Sampling and Stacking for the PAKDD-2007 Cross-Selling Problem. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Rodrigo C. L. V. Cunha; Domingos S. M. P. Monteiro; Rosalvo F. Oliveira Neto (Strategic Advancements in Utilizing Data Mining and Warehousing Technologies, 2010)

Fat Tailed Distribution of Neural Networks Forecasting. - Domingos S. P. Salazar; Maíra de O. Santos; Adrian L. Arnaud; Paulo J. L. Adeodato (DMIN, 2010)

Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids. - Paulo J. L. Adeodato; Petrônio L. Braga; Adrian L. Arnaud; Germano C. Vasconcelos; Frederico Guedes; Hélio B. Menezes; Giorgio O. Limeira (IEA/AIE (2), 2010)

Data transformations and seasonality adjustments improve forecasts of MLP ensembles. - Domingos S. P. Salazar; Paulo J. L. Adeodato; Adrian L. Arnaud (EAIS, 2012)

Continuous Dynamical Combination of Short and Long-Term Forecasts for Nonstationary Time Series. - Domingos Savio Pereira Salazar; Paulo Jorge Leitão Adeodato; Adrian Lucena Arnaud (IEEE Trans. Neural Networks Learn. Syst., 2014)