Adrian L. Arnaud

According to our database, Adrian L. Arnaud authored at least 10 papers between 2004 and 2014.

Collaborative distances:

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

2014

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

2012

Data transformations and seasonality adjustments improve forecasts of MLP ensembles.

Domingos S. P. Salazar, Paulo J. L. Adeodato, Adrian L. Arnaud

Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

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

Proceedings of the Trends in Applied Intelligent Systems, 2010

Fat Tailed Distribution of Neural Networks Forecasting.

Domingos S. P. Salazar, Maíra de O. Santos, Adrian L. Arnaud, Paulo J. L. Adeodato

Proceedings of The 2010 International Conference on Data Mining, 2010

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

Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

2009

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

Proceedings of the International Joint Conference on Neural Networks, 2009

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

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

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 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

2004

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

Proceedings of the 17th International Conference on Pattern Recognition, 2004