Publications by the researcher in collaboration with Jorge Pérez Aracil (7)

2024

  1. Autoencoder Framework for General Forecasting

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

  2. Data Augmentation Techniques for Extreme Wind Prediction Improvement

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

  3. Long-term temperature prediction with hybrid autoencoder algorithms

    Applied Computing and Geosciences, Vol. 23

  4. Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model

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

2023

  1. Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa

    Applied Sciences (Switzerland), Vol. 13, Núm. 14

  2. New Probabilistic, Dynamic Multi-Method Ensembles for Optimization Based on the CRO-SL

    Mathematics, Vol. 11, Núm. 7

2022

  1. Analysis of Machine Learning Approaches’ Performance in Prediction Problems with Human Activity Patterns

    Mathematics, Vol. 10, Núm. 13