Publications in collaboration with researchers from Universidad Politécnica de Madrid (8)

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

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

    Applied Soft Computing, Vol. 118

2021

  1. Statistical analysis and machine learning prediction of fog-caused low-visibility events at a-8 motor-road in spain

    Atmosphere, Vol. 12, Núm. 6

2019

  1. Machine learning regressors for solar radiation estimation from satellite data

    Solar Energy, Vol. 183, pp. 768-775

2018

  1. Merging ELMs with satellite data and clear-sky models for effective solar radiation estimation

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

2017

  1. Efficient Prediction of Low-Visibility Events at Airports Using Machine-Learning Regression

    Boundary-Layer Meteorology, Vol. 165, Núm. 2, pp. 349-370