Publications by the researcher in collaboration with Raquel Espinosa Fernández (5)

2024

  1. Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 7, pp. 9591-9605

  2. Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks

    Swarm and Evolutionary Computation, Vol. 88

2023

  1. Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data

    Information Sciences, Vol. 622, pp. 1064-1091

2022

  1. Multi-objective evolutionary spatio-temporal forecasting of air pollution

    Future Generation Computer Systems, Vol. 136, pp. 15-33

2021

  1. A time series forecasting based multi-criteria methodology for air quality prediction

    Applied Soft Computing, Vol. 113