Publications in collaboration with researchers from Universidad Complutense de Madrid (36)

2024

  1. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

2023

  1. Heat Waves: Physical Understanding and Scientific Challenges

    Reviews of Geophysics, Vol. 61, Núm. 2

2021

  1. k-Gaps: a novel technique for clustering incomplete climatological time series

    Theoretical and Applied Climatology, Vol. 143, Núm. 1-2, pp. 447-460

2020

  1. Evolving energy demand estimation models over macroeconomic indicators

    GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference

  2. Particle swarm grammatical evolution for energy demand estimation

    Energy Science and Engineering, Vol. 8, Núm. 4, pp. 1068-1079

  3. Selection of optimal proxy locations for temperature field reconstructions using evolutionary algorithms

    Scientific Reports, Vol. 10, Núm. 1

2019

  1. Near-optimal selection of representative measuring points for robust temperature field reconstruction with the CRO-SL and analogue methods

    Global and Planetary Change, Vol. 178, pp. 15-34

2018

  1. Automatic generation of models for energy demand estimation using Grammatical Evolution

    Energy, Vol. 164, pp. 183-193

  2. Feature selection in machine learning prediction systems for renewable energy applications

    Renewable and Sustainable Energy Reviews, Vol. 90, pp. 728-741

  3. Wind power field reconstruction from a reduced set of representative measuring points

    Applied Energy, Vol. 228, pp. 1111-1121

2017

  1. A CRO-species optimization scheme for robust global solar radiation statistical downscaling

    Renewable Energy, Vol. 111, pp. 63-76

2016

  1. Cloud glaciation temperature estimation from passive remote sensing data with evolutionary computing

    Journal of Geophysical Research, Vol. 121, Núm. 22, pp. 13,591-13,608

  2. Cloud glaciation temperature estimation from passive remote sensing data with evolutionary computing

    Journal of Geophysical Research: Atmospheres, Vol. 121, Núm. 22, pp. 591-608

2014

  1. Feature selection in wind speed prediction systems based on a hybrid coral reefs optimization - Extreme learning machine approach

    Energy Conversion and Management, Vol. 87, pp. 10-18

2013

  1. Foreword

    Statistical and Soft Computing Approaches in Insurance Problems

  2. Multi-decadal variability in a centennial reconstruction of daily wind

    Applied Energy, Vol. 105, pp. 30-46

  3. Statistical and soft computing approaches in insurance problems

    Nova Science Publishers, Inc., pp. 1-138

2012

  1. Evaluating the internationalization success of companies through a hybrid grouping harmony search-extreme learning machine approach

    IEEE Journal on Selected Topics in Signal Processing, Vol. 6, Núm. 4, pp. 388-398

  2. Wind speed reconstruction from synoptic pressure patterns using an evolutionary algorithm

    Applied Energy, Vol. 89, Núm. 1, pp. 347-354

2011

  1. Extraction of synoptic pressure patterns for long-term wind speed estimation in wind farms using evolutionary computing

    Energy, Vol. 36, Núm. 3, pp. 1571-1581