Paulo J. L. Adeodato

A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks

Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato · Neural Processing Letters · 2008 · 102 citations

Artificial Intelligence, Intelligent Forecasting, Forecasting Methodology +10

MLP ensembles improve long term prediction accuracy over single networks

Paulo J. L. Adeodato, Adrian L. Arnaud, Germano C. Vasconcelos et al. · International Journal of Forecasting · 2009 · 55 citations

Engineering, Machine Learning, Data Science +12

A new evolutionary method for time series forecasting

Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato · 2005 · 26 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +9

PCA and Gaussian noise in MLP neural network training improve generalization in problems with small and unbalanced data sets

Icamaan B. Viegas da Silva, Paulo J. L. Adeodato · 2011 · 26 citations

Engineering, Machine Learning, Neural Network +19

Predicting Brazilian and U.S. Elections with Machine Learning and Social Media Data

Kellyton Brito, Paulo J. L. Adeodato · 2020 · 26 citations

Engineering, Machine Learning, Social Medium Monitoring +24