Publications by the researcher in collaboration with Beatriz Saavedra Moreno (18)

2018

  1. Drought prediction with standardized precipitation and evapotranspiration index and support vector regression models

    Integrating Disaster Science and Management: Global Case Studies in Mitigation and Recovery (Elsevier Inc.), pp. 151-174

2016

  1. Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms

    Theoretical and Applied Climatology, Vol. 125, Núm. 1-2, pp. 13-25

2015

  1. Surface wind speed reconstruction from synoptic pressure fields: Machine learning versus weather regimes classification techniques

    Wind Energy, Vol. 18, Núm. 9, pp. 1531-1544

2014

  1. Heuristic correction of wind speed mesoscale models simulations for wind farms prospecting and micrositing

    Journal of Wind Engineering and Industrial Aerodynamics, Vol. 130, pp. 1-15

2013

  1. An evolutionary-based hyper-heuristic approach for optimal construction of group method of data handling networks

    Information Sciences, Vol. 247, pp. 94-108

  2. Evolutionary optimization of multi-parametric kernel ε-SVMr for forecasting problems

    Soft Computing, Vol. 17, Núm. 2, pp. 213-221

  3. Reconstruction of wind speed based on synoptic pressure values and support vector regression

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

  4. Very fast training neural-computation techniques for real measure-correlate-predict wind operations in wind farms

    Journal of Wind Engineering and Industrial Aerodynamics, Vol. 116, pp. 49-60

2012

  1. Capacity estimation algorithm for simultaneous support of multi-class traffic services in Mobile WiMAX

    Computer Communications, Vol. 35, Núm. 1, pp. 109-119

  2. Strategic mobile network planning tool for 2G/3G regulatory studies

    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

2011

  1. A binary-encoded tabu-list genetic algorithm for fast support vector regression hyper-parameters tuning

    International Conference on Intelligent Systems Design and Applications, ISDA

  2. A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems

    Open Computer Science, Vol. 1, Núm. 1, pp. 101-107

  3. Diseño inteligente de parques eólicos mediante nuevos modelos de computación heurística

    Actas del I Encuentro de Investigadores en Infraestructuras Inteligentes (EI3 2011): edificio Multidepartamental Guadalajara. 17 de marzo de 2011

  4. Greenhouse indoor temperature prediction based on extreme learning machines for resource-constrained control devices implementation

    Advances in Intelligent and Soft Computing

  5. Multi-parametric Gaussian kernel function optimization for ε-SVMr using a genetic algorithm

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

  6. On the performance of the μ-GA extreme learning machines in regression problems

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

  7. Optimal evolutionary wind turbine placement in wind farms considering new models of shape, orography and wind speed simulation

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

  8. Seeding evolutionary algorithms with heuristics for optimal wind turbines positioning in wind farms

    Renewable Energy, Vol. 36, Núm. 11, pp. 2838-2844