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Journal Articles
- 2014
[j2]Domingos Savio Pereira Salazar, Paulo Jorge Leitão Adeodato
, Adrian Lucena Arnaud:
Continuous Dynamical Combination of Short and Long-Term Forecasts for Nonstationary Time Series. IEEE Trans. Neural Networks Learn. Syst. 25(1): 241-246 (2014)- 2008
- [j1]Paulo J. L. Adeodato, Germano C. Vasconcelos, Adrian L. Arnaud, Rodrigo C. L. V. Cunha, Domingos S. M. P. Monteiro, Rosalvo F. O. Neto:
The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem. Int. J. Data Warehous. Min. 4(2): 22-31 (2008)
Conference and Workshop Papers
- 2012
- [c7]Domingos S. P. Salazar, Paulo J. L. Adeodato, Adrian L. Arnaud:
Data transformations and seasonality adjustments improve forecasts of MLP ensembles. EAIS 2012: 139-144 - 2010
- [c6]Domingos S. P. Salazar, Maíra de O. Santos, Adrian L. Arnaud, Paulo J. L. Adeodato:
Fat Tailed Distribution of Neural Networks Forecasting. DMIN 2010: 319-326 - [c5]Paulo J. L. Adeodato, Petrônio L. Braga, Adrian L. Arnaud, Germano C. Vasconcelos, Frederico Guedes, Hélio B. Menezes, Giorgio O. Limeira:
Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids. IEA/AIE (2) 2010: 357-366 - 2009
- [c4]Paulo J. L. Adeodato, Adrian L. Arnaud, Germano C. Vasconcelos, Rodrigo C. L. V. Cunha, Tarcísio B. Gurgel, Domingos S. M. P. Monteiro:
The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 Ford Classification Challenge. IJCNN 2009: 57-62 - 2008
- [c3]Paulo M. Goncalves, Adrian L. Arnaud, Roberto Souto Maior de Barros:
DMPML Data Mining Preparation Markup Language. AICCSA 2008: 116-125 - [c2]Paulo J. L. Adeodato, Germano C. Vasconcelos, Adrian L. Arnaud, Rodrigo C. L. V. Cunha, Domingos Sávio Malaquias Pessoa Monteiro:
A systematic solution for the NN3 Forecasting Competition problem based on an ensemble of MLP neural networks. ICPR 2008: 1-4 - 2004
- [c1]Paulo J. L. Adeodato, Germano C. Vasconcelos, Adrian L. Arnaud, Roberto A. F. Santos, Rodrigo C. L. V. Cunha, Domingos S. M. P. Monteiro:
Neural Networks vs Logistic Regression: a Comparative Study on a Large Data Set. ICPR (3) 2004: 355-358
Parts in Books or Collections
- 2010
- [p1]Paulo J. L. Adeodato, Germano C. Vasconcelos, Adrian L. Arnaud, Rodrigo C. L. V. Cunha, Domingos S. M. P. Monteiro, Rosalvo F. Oliveira Neto:
The Power of Sampling and Stacking for the PAKDD-2007 Cross-Selling Problem. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 297-306
Coauthor Index
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