Short term wind speed prediction based on evolutionary support vector regression algorithms S Salcedo-Sanz, EG Ortiz-Garcı, ÁM Pérez-Bellido, A Portilla-Figueras, ... Expert Systems with Applications 38 (4), 4052-4057, 2011 | 263 | 2011 |
Hybridizing the fifth generation mesoscale model with artificial neural networks for short-term wind speed prediction S Salcedo-Sanz, ÁM Pérez-Bellido, EG Ortiz-García, A Portilla-Figueras, ... Renewable Energy 34 (6), 1451-1457, 2009 | 238 | 2009 |
The coral reefs optimization algorithm: a novel metaheuristic for efficiently solving optimization problems S Salcedo-Sanz, J Del Ser, I Landa-Torres, S Gil-López, ... The Scientific World Journal 2014 (1), 739768, 2014 | 234 | 2014 |
A new grouping genetic algorithm for clustering problems LE Agustı, S Salcedo-Sanz, S Jiménez-Fernández, L Carro-Calvo, ... Expert Systems with Applications 39 (10), 9695-9703, 2012 | 169 | 2012 |
Seeding evolutionary algorithms with heuristics for optimal wind turbines positioning in wind farms B Saavedra-Moreno, S Salcedo-Sanz, A Paniagua-Tineo, L Prieto, ... Renewable Energy 36 (11), 2838-2844, 2011 | 161 | 2011 |
Accurate short-term wind speed prediction by exploiting diversity in input data using banks of artificial neural networks S Salcedo-Sanz, AM Perez-Bellido, EG Ortiz-García, A Portilla-Figueras, ... Neurocomputing 72 (4-6), 1336-1341, 2009 | 132 | 2009 |
Offshore wind farm design with the coral reefs optimization algorithm S Salcedo-Sanz, D Gallo-Marazuela, A Pastor-Sánchez, L Carro-Calvo, ... Renewable Energy 63, 109-115, 2014 | 111 | 2014 |
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 |
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 |
Improving the training time of support vector regression algorithms through novel hyper-parameters search space reductions EG Ortiz-García, S Salcedo-Sanz, ÁM Pérez-Bellido, JA Portilla-Figueras Neurocomputing 72 (16-18), 3683-3691, 2009 | 71 | 2009 |
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 |
A hybrid grouping genetic algorithm for assigning students to preferred laboratory groups LE Agustín-Blas, S Salcedo-Sanz, EG Ortiz-García, A Portilla-Figueras, ... Expert Systems with Applications 36 (3), 7234-7241, 2009 | 52 | 2009 |
Hybridizing logistic regression with product unit and RBF networks for accurate detection and prediction of banking crises PA Gutiérrez, MJ Segovia-Vargas, S Salcedo-Sanz, C Hervás-Martínez, ... Omega 38 (5), 333-344, 2010 | 51 | 2010 |
One-way urban traffic reconfiguration using a multi-objective harmony search approach S Salcedo-Sanz, D Manjarres, Á Pastor-Sánchez, J Del Ser, ... Expert Systems with Applications 40 (9), 3341-3350, 2013 | 49 | 2013 |
A decision support system for the automatic management of keep-clear signs based on support vector machines and geographic information systems S Lafuente-Arroyo, S Salcedo-Sanz, S Maldonado-Bascón, ... Expert Systems with applications 37 (1), 767-773, 2010 | 48 | 2010 |
Short-Term Wind Power Forecasting Using Gaussian Processes. N Chen, Z Qian, IT Nabney, X Meng IJCAI, 2790-2796, 2013 | 47 | 2013 |
Short-term wind speed prediction by hybridizing global and mesoscale forecasting models with artificial neural networks SS Sanz, A Perez-Bellido, E Ortiz-Garcia, A Portilla-Figueras, L Prieto, ... 2008 Eighth International Conference on Hybrid Intelligent Systems, 608-612, 2008 | 44 | 2008 |
Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe S Salcedo-Sanz, D Gallo-Marazuela, A Pastor-Sánchez, L Carro-Calvo, ... Expert Systems with Applications 40 (16), 6292-6297, 2013 | 42 | 2013 |
A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem I Landa-Torres, J Del Ser, S Salcedo-Sanz, S Gil-Lopez, ... Computers & Operations Research 39 (9), 2214-2222, 2012 | 41 | 2012 |
Optimal switch location in mobile communication networks using hybrid genetic algorithms S Salcedo-Sanz, JA Portilla-Figueras, EG Ortiz-García, AM Pérez-Bellido, ... Applied Soft Computing 8 (4), 1486-1497, 2008 | 41 | 2008 |