Publications by the researcher in collaboration with Pedro Antonio Gutiérrez Peña (5)

2024

  1. Long-term temperature prediction with hybrid autoencoder algorithms

    Applied Computing and Geosciences, Vol. 23

2020

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

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

2017

  1. 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

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

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

2015

  1. Energy flux range classification by using a dynamic window autoregressive model

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