Publications by the researcher in collaboration with Emilio Gedeón Ortiz García (50)

2014

  1. Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data

    Atmospheric Research, Vol. 139, pp. 128-136

2013

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

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

2012

  1. A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices

    Applied Soft Computing Journal, Vol. 12, Núm. 8, pp. 2425-2434

  2. Accurate local very short-term temperature prediction based on synoptic situation Support Vector Regression banks

    Atmospheric Research, Vol. 107, pp. 1-8

  3. 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

  4. Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms

    Neural Computing and Applications, Vol. 21, Núm. 5, pp. 993-1005

  5. New validation methods for improving standard and multi-parametric support vector regression training time

    Expert Systems with Applications, Vol. 39, Núm. 9, pp. 8220-8227

  6. Team formation based on group technology: A hybrid grouping genetic algorithm approach

    IEEE Engineering Management Review, Vol. 40, Núm. 1, pp. 30-43

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

    Advances in Intelligent and Soft Computing

  3. Improving the prediction of average total ozone in column over the Iberian Peninsula using neural networks banks

    Neurocomputing, Vol. 74, Núm. 9, pp. 1492-1496

  4. 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)

  5. 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)

  6. Prediction of daily maximum temperature using a support vector regression algorithm

    Renewable Energy, Vol. 36, Núm. 11, pp. 3054-3060

  7. Short term wind speed prediction based on evolutionary support vector regression algorithms

    Expert Systems with Applications, Vol. 38, Núm. 4, pp. 4052-4057

  8. Short-term wind speed prediction in wind farms based on banks of support vector machines

    Wind Energy, Vol. 14, Núm. 2, pp. 193-207

  9. Team formation based on group technology: A hybrid grouping genetic algorithm approach

    Computers and Operations Research, Vol. 38, Núm. 2, pp. 484-495

2010

  1. A genetic algorithm with switch-device encoding for optimal partition of switched industrial Ethernet networks

    Journal of Network and Computer Applications, Vol. 33, Núm. 4, pp. 375-382

  2. An incremental-encoding evolutionary algorithm for color reduction in images

    Integrated Computer-Aided Engineering

  3. Evolutionary Optimization of Service Times in Interactive Voice Response Systems

    IEEE Transactions on Evolutionary Computation, Vol. 14, Núm. 4, pp. 602-617