Publications by the researcher in collaboration with Luis Prieto Godino (11)

2022

  1. Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

    Applied Soft Computing, Vol. 118

2020

  1. Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach (Neural Computing and Applications, (2020), 32, 2, (391-402), 10.1007/s00521-018-3707-7)

    Neural Computing and Applications

  2. Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing

    Neural Processing Letters, Vol. 52, Núm. 1, pp. 57-74

  3. Wind power ramp event detection with a hybrid neuro-evolutionary approach

    Neural Computing and Applications, Vol. 32, Núm. 2, pp. 391-402

2018

  1. A hybrid ensemble of heterogeneous regressors for wind speed estimation in wind farms

    Studies in Computational Intelligence (Springer Verlag), pp. 97-106

  2. Feature selection in machine learning prediction systems for renewable energy applications

    Renewable and Sustainable Energy Reviews, Vol. 90, pp. 728-741

2017

  1. A hybrid neuro-evolutionary algorithm for wind power ramp events detection

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 745-756

  2. Combining reservoir computing and over-sampling for ordinal wind power ramp prediction

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 708-719

  3. Robust estimation of wind power ramp events with reservoir computing

    Renewable Energy, Vol. 111, pp. 428-437

  4. Wind Power Ramp Events prediction with hybrid machine learning regression techniques and reanalysis data

    Energies, Vol. 10, Núm. 11

2016

  1. Feature selection with a grouping genetic algorithm – Extreme learning machine approach for wind power prediction

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)