Short‐term wind speed prediction in wind farms based on banks of support vector machines EG Ortiz‐García, S Salcedo‐Sanz, ÁM Pérez‐Bellido, J Gascón‐Moreno, ... Wind Energy 14 (2), 193-207, 2011 | 68 | 2011 |
Very fast training neural-computation techniques for real measure-correlate-predict wind operations in wind farms B Saavedra-Moreno, S Salcedo-Sanz, L Carro-Calvo, J Gascón-Moreno, ... Journal of Wind Engineering and Industrial Aerodynamics 116, 49-60, 2013 | 37 | 2013 |
An evolutionary-based hyper-heuristic approach for optimal construction of group method of data handling networks J Gascón-Moreno, S Salcedo-Sanz, B Saavedra-Moreno, L Carro-Calvo, ... Information Sciences 247, 94-108, 2013 | 28 | 2013 |
Multi-parametric Gaussian Kernel Function Optimization for ε-SVMr Using a Genetic Algorithm J Gascón-Moreno, EG Ortiz-García, S Salcedo-Sanz, A Paniagua-Tineo, ... Advances in Computational Intelligence: 11th International Work-Conference …, 2011 | 23 | 2011 |
Evolutionary optimization of multi-parametric kernel-SVMr for forecasting problems J Gascón-Moreno, EG Ortiz-García, S Salcedo-Sanz, L Carro-Calvo, ... Soft Computing 17 (2), 213-221, 2013 | 4 | 2013 |
New validation methods for improving standard and multi-parametric support vector regression training time J Gascon-Moreno, S Salcedo-Sanz, EG Ortiz-Garcı, J Acevedo-Rodrı, ... Expert Systems with Applications 39 (9), 8220-8227, 2012 | 4 | 2012 |
A binary-encoded tabu-list genetic algorithm for fast support vector regression hyper-parameters tuning J Gascón-Moreno, S Salcedo-Sanz, EG Ortiz-García, L Carro-Calvo, ... 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 4 | 2011 |
Optimal evolutionary wind turbine placement in wind farms considering new models of shape, orography and wind speed simulation B Saavedra-Moreno, S Salcedo-Sanz, A Paniagua-Tineo, ... Advances in Computational Intelligence: 11th International Work-Conference …, 2011 | 1 | 2011 |
On the Performance of the μ-GA Extreme Learning Machines in Regression Problems A Paniagua-Tineo, S Salcedo-Sanz, EG Ortiz-García, J Gascón-Moreno, ... Advances in Computational Intelligence: 11th International Work-Conference …, 2011 | 1 | 2011 |
Novel evolutionary-based methods for the robust training of SVR and GMDH regressors JG Moreno Universidad de Alcalá, 2016 | | 2016 |
Support vector regression algorithms in the forecasting of daily maximums of tropospheric ozone concentration in madrid EG Ortiz-García, S Salcedo-Sanz, AM Pérez-Bellido, J Gascón-Moreno, ... Hybrid Artificial Intelligence Systems: 5th International Conference, HAIS …, 2010 | | 2010 |
A Novel Estimation of the Regularization Parameter for ε-SVM EG Ortiz-García, J Gascón-Moreno, S Salcedo-Sanz, AM Pérez-Bellido, ... Intelligent Data Engineering and Automated Learning-IDEAL 2009: 10th …, 2009 | | 2009 |