Juan Peralta Donate

Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm

Juan Peralta Donate, Xiaodong Li, Germán Gutiérrez et al. · Neural Computing and Applications · 2011 · 133 citations

Computing, Computational Engineering, Forecasting +15

Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble

Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez et al. · Neurocomputing · 2013 · 77 citations · Full text

Computing, Data Science, Forecasting +11

Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations

Martin Štěpnička, Paulo Cortez, Juan Peralta Donate et al. · Expert Systems with Applications · 2012 · 60 citations · Full text

Computing, Computer Science, Mathematics +16

Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting

Juan Peralta Donate, Paulo Cortez · Applied Soft Computing · 2014 · 28 citations · Full text

Computing, Mathematics, Forecasting +13

TIME SERIES FORECASTING. A COMPARATIVE STUDY BETWEEN AN EVOLVING ARTIFICIAL NEURAL NETWORKS SYSTEM AND STATISTICAL METHODS

Juan Peralta Donate, Germán Gutiérrez, Araceli Sanchis · International Journal of Artificial Intelligence Tools · 2011 · 20 citations

Computing, Computer Science, Artificial Intelligence +15