Publicacions en col·laboració amb investigadors/es de Universidad Politécnica de Madrid (18)

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. Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

    Knowledge-Based Systems, Vol. 283

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 higher-order variant of newton’s method for solving the steel constitutive model in tension as stiffened by the concrete

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

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

    Journal of Wind Engineering and Industrial Aerodynamics, Vol. 225

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

    Mathematics, Vol. 10, Núm. 13

  4. 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)

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

    Engineering Applications of Artificial Intelligence, Vol. 113

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

    Swarm and Evolutionary Computation, Vol. 67

  3. Passive and active vibration isolation under isolator-structure interaction: application to vertical excitations

    Meccanica, Vol. 56, Núm. 8, pp. 1921-1935

  4. Study on the isolator-structure interaction. influence on the supporting structure

    Lecture Notes in Electrical Engineering

2020

  1. Submerged Arches Optimal Design with a Multi-Method Ensemble Meta-Heuristic Approach

    IEEE Access, Vol. 8, pp. 215057-215072