Publications in collaboration with researchers from Universidad Politécnica de Madrid (45)

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. Collaboration and competition spatial complex networks in regional science

    Journal of Ambient Intelligence and Humanized Computing, Vol. 15, Núm. 3, pp. 1995-2008

2023

  1. A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction

    Journal of Wind Engineering and Industrial Aerodynamics, Vol. 240

  2. Deep learning ensembles for accurate fog-related low-visibility events forecasting

    Neurocomputing, Vol. 549

  3. Efficient prediction of fog-related low-visibility events with Machine Learning and evolutionary algorithms

    Atmospheric Research, Vol. 295

  4. Extreme Low-Visibility Events Prediction Based on Inductive and Evolutionary Decision Rules: An Explicability-Based Approach

    Atmosphere, Vol. 14, Núm. 3

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

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

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

    Mathematics, Vol. 11, Núm. 7

2022

  1. A versatile multi-method ensemble for wind farm layout optimization

    Journal of Wind Engineering and Industrial Aerodynamics, Vol. 225

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

    Mathematics, Vol. 10, Núm. 13

  3. Analysis of elliptic curves in themulti-objective optimal design of submerged arches using shape parameterization

    Congress on Numerical Methods in Engineering CMN 2022 (2022. Las Palmas de Gran Canaria)

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

    Atmospheric Research, Vol. 272

  5. Optimal vibration isolation and alignment over non-rigid bases with the CRO-SL ensemble

    Engineering Applications of Artificial Intelligence, Vol. 113

  6. Persistence in complex systems

    Physics Reports, Vol. 957, pp. 1-73

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

    Applied Soft Computing, Vol. 118

2021

  1. Eliminating stick-slip vibrations in drill-strings with a dual-loop control strategy optimised by the CRO-SL algorithm

    Mathematics, Vol. 9, Núm. 13

  2. Long-term persistence, invariant time scales and on-off intermittency of fog events

    Atmospheric Research, Vol. 252

  3. Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches

    Swarm and Evolutionary Computation, Vol. 67

  4. Optimal generation scheduling in hydro-power plants with the coral reefs optimization algorithm

    Energies, Vol. 14, Núm. 9

  5. Optimal location and sizing of energy storage systems in dc-electrified railway lines using a coral reefs optimization algorithm with substrate layers

    Energies, Vol. 14, Núm. 16