Publications by the researcher in collaboration with Carlos Casanova Mateo (42)

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

2023

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

    Neurocomputing, Vol. 549

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

    Atmospheric Research, Vol. 295

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

    Atmosphere, Vol. 14, Núm. 3

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

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

2022

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

    Atmospheric Research, Vol. 272

  2. Persistence in complex systems

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

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

    Applied Soft Computing, Vol. 118

2021

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

    Atmospheric Research, Vol. 252

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

    Atmosphere, Vol. 12, Núm. 6

2020

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

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

  2. Evolutionary artificial neural networks for accurate solar radiation prediction

    Energy, Vol. 210

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

    Atmospheric Research, Vol. 236

  4. Persistence analysis and prediction of low-visibility events at valladolid airport, Spain

    Symmetry, Vol. 12, Núm. 6, pp. 1-18

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

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

  6. Spatio-temporal climate regionalization using a self-organized clustering approach

    Theoretical and Applied Climatology, Vol. 140, Núm. 3-4, pp. 927-949

2019

  1. Downscaling estadístico del servicio CAMS para la predicción de radiación solar global con datos Meteosat y técnicas de aprendizaje máquina

    Teledetección: hacia una visión global del cambio climático

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

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

2018

  1. A mixture of experts model for predicting persistent weather patterns

    Proceedings of the International Joint Conference on Neural Networks

  2. Algoritmos de aprendizaje automático para predicción de niveles de niebla usando ventanas estáticas y dinámicas

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España