Publications in collaboration with researchers from Universidad de Córdoba (47)

2024

  1. A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic

    Knowledge-Based Systems, Vol. 291

  2. Autoencoder-based flow-analogue probabilistic reconstruction of heat waves from pressure fields

    Annals of the New York Academy of Sciences

  3. 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)

  4. Energy Flux Prediction Using an Ordinal Soft Labelling Strategy

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

  5. Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events

    Applied Ocean Research, Vol. 153

  6. Long-term temperature prediction with hybrid autoencoder algorithms

    Applied Computing and Geosciences, Vol. 23

  7. Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm

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

  8. Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction

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

2023

  1. One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques

    Atmospheric Research, Vol. 284

2022

  1. Machine learning regression and classification methods for fog events prediction

    Atmospheric Research, Vol. 272

2020

  1. A Hybrid Coral Reefs Optimization-Variable Neighborhood Search Approach for the Unequal Area Facility Layout Problem

    IEEE Access, Vol. 8, pp. 134042-134050

  2. A novel Island Model based on Coral Reefs Optimization algorithm for solving the unequal area facility layout problem

    Engineering Applications of Artificial Intelligence, Vol. 89

  3. A novel multi-objective Interactive Coral Reefs Optimization algorithm for the Unequal Area Facility Layout Problem

    Swarm and Evolutionary Computation, Vol. 55

  4. Addressing Unequal Area Facility Layout Problems with the Coral Reef Optimization algorithm with Substrate Layers

    Engineering Applications of Artificial Intelligence, Vol. 93

  5. Analysis and prediction of dammed water level in a hydropower reservoir using machine learning and persistence-based techniques

    Water (Switzerland), Vol. 12, Núm. 6

  6. Evolutionary artificial neural networks for accurate solar radiation prediction

    Energy, Vol. 210

  7. Multi-task learning for the prediction of wind power ramp events with deep neural networks

    Neural Networks, Vol. 123, pp. 401-411

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

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

  9. Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport

    Atmospheric Research, Vol. 236

  10. Prediction of convective clouds formation using evolutionary neural computation techniques

    Neural Computing and Applications, Vol. 32, Núm. 17, pp. 13917-13929