Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data EG Ortiz-García, S Salcedo-Sanz, C Casanova-Mateo Atmospheric research 139, 128-136, 2014 | 108 | 2014 |
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 |
A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices S Salcedo-Sanz, AM Pérez-Bellido, EG Ortiz-García, JA Portilla-Figueras, ... Applied Soft Computing 12 (8), 2425-2434, 2012 | 2 | 2012 |
Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms C Hervás-Martínez, S Salcedo-Sanz, PA Gutiérrez, EG Ortiz-García, ... Neural Computing and Applications 21, 993-1005, 2012 | 22 | 2012 |
Evaluating the internationalization success of companies through a hybrid grouping harmony search—extreme learning machine approach I Landa-Torres, EG Ortiz-Garcia, S Salcedo-Sanz, MJ Segovia-Vargas, ... IEEE Journal of Selected Topics in Signal Processing 6 (4), 388-398, 2012 | 42 | 2012 |
Accurate local very short-term temperature prediction based on synoptic situation Support Vector Regression banks EG Ortiz-García, S Salcedo-Sanz, C Casanova-Mateo, A Paniagua-Tineo, ... Atmospheric Research 107, 1-8, 2012 | 39 | 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 |
Prediction of daily maximum temperature using a support vector regression algorithm A Paniagua-Tineo, S Salcedo-Sanz, C Casanova-Mateo, EG Ortiz-García, ... Renewable Energy 36 (11), 3054-3060, 2011 | 101 | 2011 |
Improving the prediction of average total ozone in column over the Iberian Peninsula using neural networks banks S Salcedo-Sanz, JL Camacho, ÁM Pérez-Bellido, EG Ortíz-García, ... Neurocomputing 74 (9), 1492-1496, 2011 | 9 | 2011 |
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 | 67 | 2011 |
Team formation based on group technology: A hybrid grouping genetic algorithm approach LE Agustín-Blas, S Salcedo-Sanz, EG Ortiz-García, A Portilla-Figueras, ... Computers & Operations Research 38 (2), 484-495, 2011 | 89 | 2011 |
Greenhouse Indoor Temperature Prediction Based on Extreme Learning Machines for Resource-Constrained Control Devices Implementation A Paniagua-Tineo, S Salcedo-Sanz, EG Ortiz-García, A Portilla-Figueras, ... Highlights in Practical Applications of Agents and Multiagent Systems: 9th …, 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 |
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 |
Prediction of hourly O3 concentrations using support vector regression algorithms EG Ortiz-García, S Salcedo-Sanz, ÁM Pérez-Bellido, JA Portilla-Figueras, ... Atmospheric Environment 44 (35), 4481-4488, 2010 | 83 | 2010 |
A genetic algorithm with switch-device encoding for optimal partition of switched industrial Ethernet networks L Carro-Calvo, S Salcedo-Sanz, JA Portilla-Figueras, EG Ortiz-García Journal of Network and Computer Applications 33 (4), 375-382, 2010 | 22 | 2010 |
Evolutionary optimization of service times in interactive voice response systems S Salcedo-Sanz, M Naldi, AM Perez-Bellido, JA Portilla-Figueras, ... IEEE Transactions on Evolutionary Computation 14 (4), 602-617, 2010 | 20 | 2010 |
Pu blisher's Note S Salcedo-Sanz, EG Ortiz-García, ÁM Pérez-Bellido, A Portilla-Figueras, ... Computers & Operations Research 37, 429, 2010 | | 2010 |
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 |
An incremental-encoding evolutionary algorithm for color reduction in images L Carro-Calvo, S Salcedo-Sanz, EG Ortiz-García, A Portilla-Figueras Integrated Computer-Aided Engineering 17 (3), 261-269, 2010 | 26 | 2010 |