Juan Peralta Donate

13 papers Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2014 J jnl
Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting.
Appl. Soft Comput.
Juan Peralta Donate, Paulo Cortez
2014 — conf
Evolving Artificial Neural Networks applied to generate virtual characters.
CIG
Joan Marc Llargues Asensio, Juan Peralta Donate, Paulo Cortez
2014 J jnl
Global and decomposition evolutionary support vector machine approaches for time series forecasting.
Neural Comput. Appl.
Paulo Cortez, Juan Peralta Donate
2013 J jnl
Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations.
Expert Syst. Appl.
Martin Stepnicka, Paulo Cortez, Juan Peralta Donate, Lenka Stepnicková
2013 J jnl
Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm.
Neural Comput. Appl.
Juan Peralta Donate, Xiaodong Li, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel
2013 J jnl
Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble.
Neurocomputing
Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel
2012 — conf
Evolutionary Support Vector Machines for Time Series Forecasting.
ICANN (2)
Paulo Cortez, Juan Peralta Donate
2012 — conf
Parallelization of an evolving Artificial Neural Networks system to Forecast Time Series using OPENMP and MPI.
EAIS
Borja Prior González, Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel
2012 J jnl
Time Series Forecasting. A Comparative Study between an Evolving Artificial Neural Networks System and Statistical Methods.
Int. J. Artif. Intell. Tools
Juan Peralta Donate, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel
2011 — conf
Evolving sparsely connected neural networks for multi-step ahead forecasting.
GECCO (Companion)
Juan Peralta Donate, Paulo Cortez, Araceli Sanchis de Miguel, Germán Gutiérrez Sánchez
2011 — conf
Evolving time-lagged feedforward neural networks for time series forecasting.
GECCO (Companion)
Juan Peralta Donate, Paulo Cortez, Araceli Sanchis de Miguel, Germán Gutiérrez Sánchez
2011 — conf
Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods.
EUSFLAT Conf.
Martin Stepnicka, Juan Peralta Donate, Paulo Cortez, Lenka Vavrickova, Germán Gutiérrez
2011 — conf
Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series.
SOCO
Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel