Publications
International Journals (Special Issues Editor):  
  1. S. Gil-López, S. Salcedo-Sanz and J. Del Ser (Editors): Special Issue on Soft-Computing Approaches in the Design of Energy-efficient Wireless Systems, Applied Soft Computing, April 2012.
  2. Y. Xu, S. Salcedo-Sanz and X. Yao (Editors): Special Issue on Nature Inspired Approaches to Networks and Telecommunications, International Journal of Computational Intelligence and Applications, vol. 5, 2005.

International Journals (Science Citation Index, Impact Factor):
  1. S. Salcedo-Sanz, C. Bousoño-Calzón and A. R. Figueiras-Vidal, "A mixed neural genetic algorithm for the broadcast scheduling problem", IEEE Transactions on Wireless Communications, vol. 2, no. 2, pp. 277-283, 2003. (JCR: 1.903)
  2. S. Salcedo-Sanz and X. Yao, "A hybrid Hopfield network-genetic algorithm approach for the terminal assignment problem", IEEE Transactions on Systems, Man and Cybernetics, Part B, vol. 34, no. 6, pp. 2343-2353, 2004. (JCR: 3.007)
  3. S. Salcedo-Sanz, G. Camps-Valls, F. Pérez-Cruz, J. Sepúlveda-Sanchís and C. Bousoño-Calzón, "Enhancing genetic feature selection through restricted search and Walsh analysis", IEEE Transactions on Systems, Man and Cybernetics , Part C, vol. 34, no. 4,  pp. 398-406, 2004.  (JCR: 2.016)
  4. C. Bousoño-Calzón and S. Salcedo-Sanz, "A discrete-time quantized-state Hopfield neural network", Annals of Mathematics and Artificial Intelligence, vol. 42, no. 4, pp. 345-367, 2004. (JCR: 0.893)
  5. S. Salcedo-Sanz, R. Santiago-Mozos and C. Bousoño-Calzón, "A hybrid Hopfield network-Simulated annealing approach for frequency assignment in satellite communications systems", IEEE Transactions on Systems, Man and Cybernetics, Part B, vol. 34, no. 2, pp. 1108-1116, 2004. (JCR: 3.007)
  6. J. Saez-Landete, S. Salcedo-Sanz, M. Rosa-Zurera, J. Eusebio and A. Bernabeu, "Optimal design of optical reference signals using a genetic algorithm", Optics Letters, 30, pp. 2734-2736, 2005.  (JCR: 3.059)
  7. S. Salcedo-Sanz, Y. Xu and X. Yao, "Hybrid meta-heuristics algorithms for task assignment in heterogeneous computer systems," Computers & Operations Research, vol. 33, no. 3, pp. 820-835, 2006. (JCR: 2.166)
  8. S. Salcedo-Sanz and C. Bousoño-Calzón, "A hybrid neural-genetic algorithm for the frequency assignment problem in satellite communications," Applied Intelligence Journal, vol. 22, no. 3, pp. 207-218, 2005. (JCR: 0.988)
  9. S. Salcedo-Sanz and C. Bousoño-Calzón, "A portable and scalable algorithm for a class of constrained combinatorial optimization problems", Computers & Operations Research, vol. 32, no. 10, pp. 2671-2687, 2005.  (JCR: 2.116)
  10. R. Santiago-Mozos, S. Salcedo-Sanz, M. DePrado-Cumplido and C. Bousoño-Calzón, "A two-phase heuristic evolutionary algorithm for personalizing course timetables: a case study in a spanish university", Computers & Operations Research, vol. 32, no. 7, pp. 1761-1776, 2005. (JCR: 2.116)
  11. S. Salcedo-Sanz, J-L. Fernández-Villacañas, M. J. Segovia-Vargas and C. Bousoño-Calzón, "Genetic programming for the prediction of insolvency in non-life insurance companies", Computers & Operations Research, vol. 32,  no. 4, pp. 749-765,   2005. (JCR: 2.116)
  12. S. Salcedo-Sanz, Y. Xu and X. Yao, “Meta-heuristic Algorithms for FPGA Segmented Channel Routing Problems with Non-standard Cost Functions,” Genetic Programming and Evolvable Machines, vol. 6, pp. 359-379, 2005. (JCR: 1.090)
  13. J. Saez-Landete, S. Salcedo-Sanz, M. Rosa-Zurera, J. Eusebio and A. Bernabeu, Design of two dimensional zero reference codes with a genetic algorithm, Optics Letters, vol. 31, pp. 1648-1650, 2006.  (3.059)
  14. S. Salcedo-Sanz, J. A. Portilla-Figueras, F. García-Vázquez and S. Jiménez-Fernández, "Solving Terminal Assignment Problems with Groups Encoding: The Wedding Banquet Problem", Engineering Applications of Artificial Intelligence, vol. 19, pp. 569-578, 2006.  (JCR: 1.444)
  15. S. Salcedo-Sanz, A. Gallardo-Antolín, J. M. Leiva-Murillo and C. Bousoño-Calzón, "Off-line speaker segmentation using genetic algorithms and mutual information",  IEEE Transactions on Evolutionary Computation, vol. 10, no. 2, pp. 175-186, 2006. (4.589)
  16. S. Salcedo-Sanz, F. Cruz-Roldán, C. Heneghan and X. Yao, "Evolutionary Design of Digital Filters with Application to Sub-band Coding and Data Transmission",   IEEE Transactions on Signal Processing, vol. 55, no. 4, 1193-1203, 2007.  (JCR: 2.212)
  17. S. Salcedo-Sanz, J. A. Portilla-Figueras, E. G. Ortiz-García, A. M. Pérez-Bellido and X. Yao, "Teaching advanced features of evolutionary algorithms using Japanese puzzles", IEEE Transactions on Education, vol. 50, no. 2, pp. 151-155, 2007. (JCR: 0.822)
  18. S. Salcedo-Sanz and J. Su, "Improving metaheuristics convergence properties in inductive query by example using two strategies for reducing the search space", Computers & Operations Research, vol. 34, no. 1,  pp. 91-106, 2007.  (JCR: 2.116)
  19. S. Salcedo-Sanz and J. A. Portilla-Figueras, "Optimal solution to crossbar-switch problems using a sequential binary Hopfield neural network ", Neurocomputing, vol. 70, no. 13-15 , pp. 2603-3607, 2007. (JCR: 1.440)
  20. J. Saez-Landete, S. Salcedo-Sanz, M. Rosa-Zurera, J. Alonso and E. Bernabeu, "Generation of optical reference signal robust to diffractive effects", IEEE Photonics Technology letters, vol. 19, no. 15, pp. 1133-1135, 2007. (JCR: 1.815)
  21. J. M. Leiva-Murillo, S. Salcedo-Sanz, A. Gallardo-Antolín and A. Artés-Rodríguez, "A simulated annealing approach to speaker segmentation in audio databases", Engineering Applications of Artificial Intelligence, vol 21, pp. 499-508, 2008.  (JCR: 1.444)
  22. E. G. Ortiz-García, S. Salcedo-Sanz, J. M. Leiva-Murillo, A. M. Pérez-Bellido and J. A. Portilla-Figueras, "Automated generation and visualization of picture-logic puzzles", Computers & Graphics-UK,  vol. 31, pp. 750-760, 2007.  (JCR: 0.787)
  23. S. Salcedo-Sanz and X. Yao, "Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield network-genetic algorithm approach", Applied Soft Computing, vol. 8, no. 1, pp. 216-224, 2008.  (JCR: 2.415)
  24. J. Sáez-Landete, S. Salcedo-Sanz, F. Cruz-Roldán, P. Amo-López and M. Blanco, "Design of two-dimensional optical alignment signals robust to diffractive effects," IEEE Journal of Lightwave Technology, vol. 26, no. 12, pp. 1702-1707, 2008. (JCR: 2.185)
  25. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras,  "Using a bank of binary Hopfield networks as constraints solver in hybrid algorithms," Neurocomputing, vol. 71, pp. 1061-1068, 2008.  (JCR: 1.440)
  26. J. A. Portilla-Figueras, S. Salcedo-Sanz, A. Oropesa-García and C. Bousoño-Calzón, "Cell Size Determination in WCDMA Systems using an Evolutionary Programming Approach", Computers & Operations Research, vol 35, pp. 3758-3768. 2008. (JCR: 2.116)
  27. S. Salcedo-Sanz,  J. A. Portilla-Figueras, E. G. Ortiz-García, A. M. Pérez-Bellido, A. Fernández-Anta, C. Thraves and X. Yao, "Optimal switch location in mobile communication networks using hybrid genetic algorithms," Applied Soft Computing, vol 8, pp. 1486-1497, 2008.  (JCR: 2.415)
  28. A. M. Pérez-Bellido, S. Salcedo-Sanz, E. G. Ortiz-García, J. A. Portilla-Figueras and F. López-Ferreras, "A Comparison of Memetic Algorithms for the Spread Spectrum Radar Polyphase Codes Design Problem", Engineering Applications of Artificial Intelligence, vol 21, pp. 1233-1238 2008. (JCR: 1.444)
  29. A. M. Pérez-Bellido, S. Salcedo-Sanz, E. G. Ortiz-García, A. Portilla-Figueras and M. Naldi, "A Dandelion-encoded Evolutionary Algorithm for the Delay-Constrained Capacitated Minimum Spanning Tree Problem,"  Computer Communications, vol. 32, pp. 154-158, 2008. (JCR: 0.933)
  30. P. García-Díaz, S. Salcedo-Sanz,  A. Portilla-Figueras and D. Nuñez-Clemente, "GSMSIM: An educational simulation tool for teaching GSM-based mobile communications in laboratory lectures," International Journal of Electrical Engineering Education, vol. 46, no. 3, pp. 259-279, 2009.  (JCR: 0.106)
  31. L. Carro-Calvo, S. Salcedo-Sanz,  R. Gil-Pita, A. Portilla-Figueras and M. Rosa-Zurera, "An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets," Integrated Computer-Aided Engineering, vol. 16, no. 1, pp. 51-60, 2009. (JCR: 2.042)
  32. L. E. Agustín-Blas, S. Salcedo-Sanz, E. G.  Ortiz-García, A. M. Pérez-Bellido and J. A. Portilla-Figueras, "A hybrid grouping genetic algorithm for assigning students to preferred laboratory groups,"  Expert Systems with Applications, vol. 36, pp. 7234-7241, 2009. (JCR: 2.908)
  33. S. Salcedo-Sanz, A. M. Pérez-Bellido, E. G. Ortiz-García, A. Portilla-Figueras, L. Prieto and D. Paredes, "Hybridizing the fifth generation mesoscale model with artificial neural networks for short-term wind speed prediction," Renewable Energy, vol. 34, pp. 1451-1457, 2009. (JCR: 2.226)
  34. M. J. Polo-Corpa, S. Salcedo-Sanz, A. M. Pérez-Bellido, P. López-Espí, R. Benavente and E. Pérez, "Curve fitting using heuristics and bio-inspired optimization algorithms for experimental data processing in chemistry," Chemometrics and Intelligent Laboratory Systems, vol. 96, pp. 34-42, 2009. (JCR: 2.111)
  35. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras and F. López-Ferreras, "On the performance of the LP-guided Hopfield network-genetic algorithm", Computers & Operations Research, vol. 36, pp. 2210-2216, 2009. (JCR: 2.116)
  36. S. Salcedo-Sanz, A. M. Pérez-Bellido, E. G. Ortiz-García, A. Portilla-Figueras, L. Prieto and F. Correoso, "Accurate short-term wind speed prediction by exploiting diversity in input data using banks of artifcial neural networks," Neurocomputing, vol. 72, pp. 1336-1341, 2009. (JCR: 1.440)
  37. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras, L. Prieto, D. Paredes and F. Correoso, "Performance comparison of multilayer perceptrons and support vector machines in a short-term wind speed prediction problem", Neural Network World, vol. 19, no. 1, pp. 37-51, 2009. (JCR: 0.475)
  38. S. Salcedo-Sanz, M. Naldi, A.  M. Pérez-Bellido, E. G. Ortiz-García and J. A. Portilla-Figueras, "Evolutionary design of oriented-tree networks using Cayley-type encodings," Information Sciences, vol. 179, pp. 3461–3472, 2009. (JCR: 3.291)
  39. E.G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido and J. A. Portilla-Figueras, "Improving the training time of support vector regression algorithms through novel hyper-parameters search space reductions," Neurocomputing, vol. 72, pp. 3683-3691, 2009. (JCR: 1.440)
  40. J. Portilla-Figueras,S. Salcedo-Sanz, K. D. Hackbarth, F. López-Ferreras and G. Esteve, "Novel heuristics for cell radius determination in WCDMA systems and their application to strategic planning studies," Eurasip Journal on Wireless Communications and Networking, vol. 2009, 14 pages, 2009. (JCR: 0.732)
  41. S. Salcedo-Sanz, J. A. Portilla-Figueras, E. G. Ortiz-García, A. M. Pérez-Bellido, R. García-Herrera and I. Elorrieta, "Spatial Regression Analysis of NOx and O3 concentrations in Madrid urban area using Radial Basis Function networks," Chemometrics and Intelligent Laboratory Systems, vol. 99, pp. 79-90, 2009. (JCR: 2.111)
  42. S. Salcedo-Sanz, L. Carro-Calvo, E. G. Ortiz-García, A. M. Pérez-Bellido and A. Portilla-Figueras, "A nested two-steps evolutionary algorithm for the Light-up puzzle," ICGA Journal, vol. 32, no. 3, pp. 131-139, 2009. (JCR: 0.542)
  43. P. A. Gutierrez, M. J. Segovia-Vargas, S. Salcedo-Sanz, C. Hervás, A. Sanchis, J. A. Portilla-Figueras and F. Fernández, "Hybridizing logistic regression with product unit and RBF networks for accurate detection and prediction of banking crises", Omega Journal, vol. 38, pp. 333-344, 2010. (JCR: 3.101)
  44. S. Lafuente-Arroyo, S. Salcedo-Sanz, S. Maldonado-Bascón, J. A. Portilla-Figueras and R. López-Sastre, "A decision support system for the automatic management of keep-clear signs based on support vector machines and geographic information systems," Expert Systems with Applications,  vol. 37, pp. 767–773, 2010. (JCR: 2.908)
  45. P. López-Espí, S. Salcedo-Sanz, A. M. Pérez-Bellido, I. de Bustamante and F. López-Ferreras, "Nitrates/nitrites concentration estimation in waste-water samples using transmittance curves models optimized by evolutionary computation techniques," Journal of Hydroinformatics, vol. 12, pp. 446-457, 2010.  (JCR: 0.979)
  46. L. Carro-Calvo, S. Salcedo-Sanz, A. Portilla-Figueras and E. G. Ortiz-García, "A Genetic Algorithm with Switch-Device Encoding for Optimal Partition of Switched Industrial Ethernet Networks," Journal of Network and Computers Applications, vol. 33, pp. 375-382, 2010.  (JCR: 1.111)
  47. S. Salcedo-Sanz, M. Naldi, A.  M. Pérez-Bellido, E. G. Ortiz-García and J. A. Portilla-Figueras, "Evolutionary optimization of Service times in interactive voice response systems," IEEE Transactions on Evolutionary Computation, vol. 14, no. 4, pp. 602-617, 2010. (JCR: 4.589)
  48. E. G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido, J. Gascón-Moreno, A. Portilla-Figueras and L. Prieto, "Short-term wind speed prediction in wind farms based on banks of support vector machines," Wind Energy, vol. 14, no. 2, pp. 193-207, 2011. (JCR: 1.342)
  49. L. Carro-Calvo, S. Salcedo-Sanz, E. G. Ortiz-García and A. Portilla-Figueras, “An incremental-encoding evolutionary algorithm for color reduction in images,” Integrated Computer-Aided Engineering, vol. 17, no. 3, pp. 261-269, 2010. (JCR: 2.042)
  50. A. Portilla-Figueras, S. Jiménez-Fernández and S. Salcedo-Sanz, “A project-based competitive-learning scheme to teach mobile communications,” International Journal of Electrical Engineering Education, in Press, 2010. (JCR: 0.106)
  51. L. E. Agustín-Blas, S. Salcedo-Sanz, E. G. Ortiz-García, A. Portilla-Figueras, A. M. Pérez-Bellido and S. Jiménez-Fernández, “Team formation based on group technology: a hybrid grouping genetic algorithm approach,” Computers & Operations Research, vol. 38, pp. 484-495, 2010. (JCR: 2.116)
  52. E. G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido, J. A. Portilla-Figueras and L. Prieto, “Prediction of hourly O3 concentrations using support vector regression algorithms,” Atmospheric Environment, vol. 44, pp. 4481-4488, 2010. (JCR: 3.139)
  53. R. Sánchez-Montero, R. Langley, S. Salcedo-Sanz and J. A. Portilla-Figueras, “Coplanar hybrid antenna for mobile and wireless applications” IET Microwaves, Antennas & Propagation, vol. 5, no. 2, pp. 192-199, 2011. (JCR: 1.077)
  54. R. Sánchez-Montero, S. Salcedo-Sanz, J. A. Portilla-Figueras and R. Langley, “hybrid pifa-patch antenna optimized by evolutionary programming,” Progress in Electromagnetic Research, vol. 108, pp. 221-234, 2010. (JCR: 3.763)
  55. S. Salcedo-Sanz, J. L. Camacho, A. M. Pérez-Bellido and E. Hernández-Martín, “Novel deseasonalizing models for improving the prediction of total ozone in column using evolutionary programming and neural networks,” Journal of Atmospheric and Solar-Terrestrial Physics, vol. 72 , 1333-1340 , 2010. (JCR: 1.643)
  56. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras and L. Prieto, “Short term wind speed prediction based on evolutionary support vector regression algorithms,” Expert Systems with Applications, vol. 38, pp. 4052–4057, 2011. (JCR: 2.908)
  57. L. Carro-Calvo, S. Salcedo-Sanz, N. Kirchner-Bossi, A. Portilla-Figueras, L. Prieto, R. García-Herrera and E. Hernández-Martín,  “Extraction of synoptic pressure patterns for long-term wind speed estimation in wind farms using evolutionary computing,” Energy, vol. 36, pp. 1571-1581, 2011 (JCR: 2.952)
  58. S. Salcedo-Sanz, J. L. Camacho, A. M. Pérez-Bellido, E. G. Ortiz-García, J. A. Portilla-Figueras and E. Hernández-Martín, “Improving the prediction of average total ozone in column over the Iberian peninsula using neural networks banks,” Neurocomputing, vol. 74 no. 9, pp. 1492-1496, 2011 (JCR: 1.440)
  59. L. E. Agustín-Blas, S. Salcedo-Sanz, P. Vidales, G. Urueta and J. A. Portilla-Figueras, “Near optimal citywide WiFi network deployment using a hybrid grouping genetic algorithm,” Expert Systems with Applications, vol. 38, no. 8, pp. 9543-9556, 2011. (JCR: 2.908)
  60. J. Del Ser, N. Bilbao, S. Gil, M. Matinmikko and S. Salcedo-Sanz, “Iterative Power and Subcarrier Allocation in Rate-Constrained Orthogonal Multicarrier Downlink Systems based on Hybrid Harmony Search Heuristics”, Engineering Applications of Artificial Intelligence, vol. 24, no. 5, pp. 748-756, 2011. (JCR: 1.444)
  61. A. Paniagua-Tineo, S. Salcedo-Sanz, C. Casanova-Mateo, E. G. Ortiz-García, M. A. Cony and E. Hernández-Martín, “Prediction of Daily Maximum Temperature using a Support Vector Regression Algorithm”, Renewable Energy, vol. 36, no. 11, pp. 3054-3060, 2011. (JCR: 2.226)
  62. C. Hervás, S. Salcedo-Sanz, P. A. Gutierrez, E. G. Ortiz-García and L. Prieto, “Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms”, Neural Computing & Applications, in press, 2011. (JCR: 0.812)
  63. B. Saavedra-Moreno, S. Salcedo-Sanz, A. Paniagua-Tineo, L. Prieto and A. Portilla-Figueras, “Seeding evolutionary algorithms with heuristics for optimal wind turbines positioning in wind farms”, Renewable Energy, vol. 36, no. 11, pp. 2838-2844, 2011. (JCR: 2.226)
  64. A. Ahmadzadeh, J. E. Sánchez-García, B. Saavedra-Moreno, A. Portilla-Figueras and S. Salcedo-Sanz, "Capacity estimation algorithm for simultaneous support of multi-class traffic services in mobile WiMAX", Computer Communications, vol. 35, no. 1, pp. 109-119, 2012. (JCR: 0.815)
  65. M. Martínez-Ballesteros, S. Salcedo-Sanz, J. Riquelme-Santos, C. Casanova-Mateo and J. L. Camacho, "Evolutionary associative rules for total ozone content modeling from satellite observations", Chemometrics and Intelligent Laboratory Systems, vol. 109, no. 2, pp. 217-227, 2011. (JCR:  2.222)
  66. E. G. Ortiz-García, S. Salcedo-Sanz, C. Casanova-Mateo, A. Paniagua-Tineo and A. Portilla-Figueras, "Accurate local very short-term temperature prediction based on synoptic situation support vector regression banks", Atmospheric Research, vol. 107, pp. 1-8, 2011.  (JCR: 1.597)
  67. L. Carro-Calvo, S. Salcedo-Sanz, N. Kirchner-Bossi, L. Prieto, A. Portilla-Figueras and S. Jiménez-Fernández, "Wind speed reconstruction from synoptic pressure patterns using an evolutionary algorithm," Applied Energy, vol. 89, no. 1, pp. 347-354, 2012. (JCR: 3.888)
  68. I. Landa-Torres, S. Salcedo-Sanz, S. Gil-López, J. del Ser-Lorente and J. A. Portilla-Figueras, "A novel grouping Harmony Search algorithm for the multiple-type access node location problem," Expert Systems with Applications, vol. 39, no. 5, pp. 5262-5270, 2012. (JCR: 2.908)
  69. I. Landa-Torres, J. del Ser-Lorente, S. Salcedo-Sanz, S. Gil-López and J. A. Portilla-Figueras, "A comparative study of two hybrid grouping evolutionary techniques for the capacitated p-median problem," Computers & Operations Research, vol. 39, no. 9, pp. 2214-2222, 2012. (JCR: 2.116)
  70. J. Gascón-Moreno, S. Salcedo-Sanz, E. G. Ortiz-García, J. Acevedo-Rodríguez and J. A. Portilla-Figueras, "New validation methods for improving standard and multi-parametric Support Vector regression training time,'' Expert Systems with Applications, vol. 39, no. 9, pp. 8220-8227, 2012. (JCR: 2.908)
  71. L. Agustín-Blas, S. Salcedo-Sanz, S. Jiménez-Fernández, L. Carro-Calvo, J. del Ser and J. A. Portilla-Figueras, "A new grouping genetic algorithm for clustering problems,'' Expert Systems with Applications, vol. 39, no. 10, pp. 9695-9703, 2012. (JCR: 2.908)
  72. E. Andrés-Pérez, S. Salcedo-Sanz, F. monge and A. M. Pérez-Bellido, "Efficient aerodynamic design through evolutionary programming and support vector regression algorithms," Expert Systems with Applications, vol. 39, no. 12, pp. 10700-10708, 2012. (JCR: 2.908)
  73. S. Salcedo-Sanz, A. M. Pérez-Bellido, E. G. Ortiz-García, A. Portilla-Figueras and S. Jiménez-Fernández, "A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices," Applied Soft Computing, vol. 12, pp. 2425-2434, 2012. (JCR: 2.415)
  74. S. Gil-López, J. Del Ser, S. Salcedo-Sanz, A. M. Pérez-Bellido, J. M Cabero and J. A. Portilla-Figueras, "A Hybrid Harmony Search Algorithm for the Spread Spectrum Radar Polyphase Codes Design Problem,'' Expert Systems with Applications, vol. 39, no. 12, pp. 11089-11093, 2012. (JCR: 2.908)
  75. I. Landa-Torres, E. G. Ortiz-García, S. Salcedo-Sanz, M. J. Segovia-Vargas, S. Gil-López,  M. Miranda, J. M. Leiva-Murillo and J. Del Ser, "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, no. 4, pp. 1-11, 2012. (JCR: 2.647)
  76. I. Landa-Torres, S. Gil-Lopez, J. Del Ser, S. Salcedo-Sanz, D. Manjarrés and A. Portilla-Figueras, "Efficient citywide planning of open WiFi access networks using novel grouping harmony search heuristics," Engineering Applications of Artificial Intelligence, vol. 26, 1024-1030, 2013. (JCR: 1.444)
  77. D. Manjarres, J. Del Ser, S. Gil-López, M. Vechio, I. Landa-Torres, S. Salcedo-Sanz and R. López-Valcarce, "On the design of a novel two-objective harmony search approach for distance- and connectivity-based localization in wireless sensor networks," Engineering Applications of Artificial Intelligence, vol. 26, pp. 669-676, 2013.  (JCR: 1.444)
  78. J. Gascón-Moreno, E. G. Ortiz-García, S. Salcedo-Sanz, L. Carro-Calvo, B. Saavedra-Moreno and J. A. Portilla-Figueras, "Evolutionary optimization of multi-parametric kernel  -SVMr for forecasting problems," Soft Computing, vol. 17, pp. 213-221, 2012. (JCR:  1.880).
  79. P. García-Díaz, S. Salcedo-Sanz, J. A. Portilla-Figueras and S. Jiménez-Fernández, "Mobile network deployment under electromagnetic pollution control criterion: an evolutionary algorithm approach," Expert Systems with Applications, vol. 40, no.1, pp. 365-376, 2013. (JCR: 2.908)
  80. R. Sánchez-Montero, P. López-Espí, D. Manjarres, I. Landa-Torres, S. Salcedo-Sanz and J. Del Ser, "Efficient design of a double band coplanar hybrid antenna using multi-objective Evolutionary Programming," International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, vol. 26, pp. 620-629, 2013. (JCR: 0.600)
  81. J. E. Sánchez-García, J. A. Portilla-Figueras and S. Salcedo-Sanz, "2G/3G CONNET: An educational software for teaching 2G/3G mobile communications to engineering students," Computer Applications in Engineering Education, in press, 2013. (JCR: 0.333)
  82. P. A. Gutierrez-Peña, S. Salcedo-Sanz, C. Hervás-Martínez, L. Carro-Calvo, J. Sánchez-Monedero and L. Prieto, "Ordinal and nominal classification of wind speed from synoptic pressure patterns," Engineering Applications of Artificial Intelligence, vol. 26, pp. 1008-1015,  2013. (JCR: 1.444).
  83. I. Landa-Torres, D. Manjarrés, S. Salcedo-Sanz, S. Gil-López and J. Del Ser, "A multi-objective grouping harmony search algorithm for the optimal distribution of 24-hour medical emergency units," Expert Systems with Applications,vol. 40, pp. 2343-2349, 2013. (JCR: 2.908)
  84. N. Kirchner-Bossi, L. Prieto, R. García Herrera,  L. Carro-Calvo and S. Salcedo-Sanz, "Multi-decadal variability in a centennial reconstruction of daily wind," Applied Energy, vol. 105, pp. 30-46, 2013.  (JCR: 3.888)
  85. S. Salcedo-Sanz, D. Manjarres, A. Pastor-Sánchez, J. Del Ser and A. Portilla-Figueras, “One-way urban traffic reconfiguration using a multi-objective Harmony Search approach,” Expert Systems with Applications, vol. 40, pp. 3341-3350, 2013. (JCR: 2.908)
  86. L. Carro-Calvo, S. Salcedo-Sanz and J. Luterbacher, “Neural Computation in Paleoclimatology: General Methodology and a Case Study,” Neurocomputing, vol. 113, pp. 262-268, 2013. (JCR: 1.440)
  87. B. Saavedra-Moreno, S. Salcedo-Sanz, L. Carro-Calvo, J. Gascón-Moreno, S. Jiménez-Fernández and L. Prieto, “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, 2013.  (JCR: 1.119)
  88. Z. W. Geem, D. Manjarres, I. Landa-Torres, S. Gil-Lopez, J. Del Ser,  M. N. Bilbao and S. Salcedo-Sanz, "A Survey on Applications of the Harmony Search Algorithm," Engineering Applications of Artificial Intelligence, vol. 26, no. 8, pp. 1818-1831,  2013. (JCR: 1.444).
  89. S. Salcedo-Sanz, D. Gallo-Marazuela, A. Pastor-Sánchez, L. Carro-Calvo, A. Portilla-Figueras and L. Prieto, “Evolutionary computation approaches for real offshore wind farm layout: a case study in northern Europe”, Expert Systems with Applications, vol. 40, no. 16, pp. 6292-6297, 2013. (JCR: 2.908)
  90. J. Gascón-Moreno, S. Salcedo-Sanz, B. Saavedra-Moreno, L. Carro-Calvo and A. Portilla-Figueras, “An Evolutionary-based Hyper-Heuristic Approach for Optimal Construction of Group Method of Data Handling Networks,” Information Sciences, vol. 247, pp. 94-108, 2013. (JCR: 3.291)
  91. M. Naldi, S. Salcedo-Sanz, L. Carro-Calvo, L. Laura and F. Italiano, “A traffic-based evolutionary algorithm for network clustering,” Applied Soft Computing,vol. 13, no. 11, pp. 4303-4319, 2013. (JCR: 2.415)
  92. S.  Salcedo-Sanz, J. M. Matías-Román, S. Jiménez-Fernández, J. A. Portilla-Figueras and L. Cuadra, "An Evolutionary-based Hyper-Heuristic Approach for the Jawbreaker Puzzle," Applied Intelligence, vol. 40, no. 3, pp. 404-414, 2014. (JCR: 1.853)
  93. S. Salcedo-Sanz, L. Cuadra, E. Alexandre-Cortizo, S. Jiménez-Fernández and J. A. Portilla-Figueras, "Soft-Computing: An Innovative Technological Solution for Urban Traffic-related Problems in Modern Cities," Technological Forecasting & Social Change, in press, 2013. (JCR: 2.106)
  94. S. Salcedo-Sanz, D. Gallo-Marazuela, A. Pastor-Sánchez, L. Carro-Calvo, A. Portilla-Figueras and L. Prieto, "Offshore wind farm design with the Coral Reefs Optimization algorithm," Renewable Energy, vol. 63, pp. 109-115, 2014. (JCR: 2.226)
  95. S. Salcedo-Sanz, J. E. Sánchez-García, J. A. Portilla-Figueras, S. Jiménez-Fernández and A. M. Ahmadzadeh, "A Coral-Reef Optimization Algorithm for the Optimal Service Distribution Problem in Mobile Radio Access Networks," Transactions on Emerging Telecommunication Technologies, in press, 2013. (JCR: 1.041)
  96. N. Bilbao, S. Gil-López, J. del Ser, S. Salcedo-Sanz, M. Sánchez-Ponte and A. Arana-Castro, “Novel Hybrid Heuristics for an Extension of the Dynamic Relay Deployment Problem over Disaster Areas”, TOP journal, in press, 2014. (JCR: 0.843) 
  97. S. Jiménez-Fernández, S. Salcedo-Sanz, D. Gallo-Marazuela, G. Gómez-Prada, J. Maellas and J. A. Portilla-Figueras, "Sizing and Maintenance Visits Optimization of a Hybrid Photovoltaic-Hydrogen Stand-alone Facility using Evolutionary Algorithms," Renewable Energy, vol. 66, pp. 402–413, 2014. (JCR: 2.226)
  98. S. Salcedo-Sanz, S. Jiménez-Fernández, J. M. Matías-Román and J. A. Portilla-Figueras, "An educational software tool to teach hyper-heuristics to engineering students based on the bubble breaker puzzle," Computer Applications in Engineering Education, vol. 23, pp. 277–285, 2015. (JCR: 0.333)
  99. E. G. Ortiz-García, S. Salcedo-Sanz and C. Casanova-Mateo, " Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data," Atmospheric Research, vol. 139, pp. 128-136, 2014. (JCR: 2.200)
  100. S. Salcedo-Sanz, J. L. Rojo, M. Martínez-Ramón and G. Camps-Valls, “Support Vector Machines in Engineering: An Overview“, WIREs Data Mining and Knowledge Discovery, in press, 2014. (JCR: 1.422) 
  101. B. Saavedra-Moreno, S. Salcedo-Sanz, C. Casanova-Mateo, J. A. Portilla-Figueras and L. Prieto, “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, 2014.  (JCR: 1.119) 
  102. S. Salcedo-Sanz, C. Casanova-Mateo, J. Muñoz-Marí and G. Camps-Valls, "Efficient Prediction of Daily Global Solar Irradiation using Temporal Gaussian Processes", IEEE Geoscience and Remote Sensing Letters, vol. 11, no. 11, pp. 1136-1140, 2014. (JCR: 1.820)
  103. S. Salcedo-Sanz, C. Casanova-Mateo, A. Pastor-Sánchez and M. Sánchez-Girón, "Daily Global Solar Radiation Prediction based on a Hybrid Coral Reefs Optimization -- Extreme Learning Machine Approach",  Solar Energy, vol. 105, pp. 91-98, 2014. (JCR: 2.952) 
  104. S. Salcedo-Sanz, J. del Ser and Z. W. Geem, "An Island Grouping Genetic Algorithm for Fuzzy Partitioning Problems", The Scientific World Journal, vol. 2014, paper ID. 916371, 2014. (JCR: 1.730) 
  105. B. Saavedra-Moreno, A. de la Iglesia, L. Carro-Calvo, J. Magdalena-Saiz, L. Duran and S. Salcedo-Sanz, "Surface wind speed reconstruction from synoptic pressure fields: machine learning versus weather regimes classification techniques",  Wind Energy, in press, 2014. (JCR: 1.436)
  106. J. Sánchez-Monedero, S. Salcedo-Sanz, P. A. Gutierrez, C. Casanova-Mateo and C. Hervás-Martínez, “Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal-ordinal support vector classifier”, Engineering Applications of Artificial Intelligence, vol. 34, pp. 199-207, 2014. (JCR: 1.625).
  107. S. Salcedo-Sanz, A. Pastor-Sánchez, A. Blanco-Aguilera, L. Prieto and R. García-Herrera, "Feature Selection in Wind Speed Prediction Systems based on a hybrid Coral Reefs Optimization -- Extreme Learning Machine Approach", Energy Conversion and Management, vol. 87, pp. 10–18, 2014 (JCR: 2.775).
  108. S. Salcedo-Sanz, J. del Ser, I. Landa-Torres, S. Gil-López and A. Portilla-Figueras, "The Coral Reefs Optimization Algorithm: A Novel Metaheuristic for Efficiently Solving Optimization Problems", The Scientific World Journal, Article ID: 739768, 2014. (JCR: 1.730)
  109. J. Del Ser, M. N. Bilbao, S. Salcedo-Sanz and C. Casanova-Mateo, "On the Application of Multi-objective Harmony Search Heuristics to the Predictive Deployment of Firefighting Aircrafts: a Realistic Case Study", International Journal of Bio-Inspired Computation, in press, 2014. (JCR: 1.351)
  110. S. Salcedo-Sanz, P. García-Díaz, J. A. Portilla-Figueras, J. Del Ser and S. Gil-López, “A Coral Reefs Optimization Algorithm for Optimal Mobile Network Deployment with Electromagnetic Pollution Control Criterion”, Applied Soft Computing, vol. 24, pp. 239-248, 2014. (JCR: 2.140)
  111. C. A. Garcia-Santiago, J. Del Ser, S. Gil-Lopez, F. Quilligan, C. Upton and S. Salcedo-Sanz, "A Random-Key Encoded Harmony Search Approach for Energy-Efficient Production Scheduling with Shared Resources", Engineering Optimization, in press, 2014. (JCR: 0.962)
  112. S. Salcedo-Sanz, A. Pastor-Sánchez, J. del Ser, L. Prieto and Z. W. Geem, “A Coral Reefs Optimization algorithm with Harmony Search operators for accurate wind speed prediction”, Renewable Energy, vol. 75, pp. 93-101, 2015. (JCR: 2.226)
  113. E. Alexandre, L. Cuadra, S. Salcedo-Sanz, A. Pastor-Sánchez and C. Casanova-Mateo, “Hybridizing extreme learning machines and genetic algorithms to select acoustic  features in vehicle classification applications”, Neurocomputing, vol. 152, pp. 58-68, 2015. (JCR:  2.005)
  114. J. C. Fernández, S. Salcedo-Sanz, P. A.  Gutierrez, E. Alexandre-Cortizo and C. Hervás, “Significant wave height and energy flux range forecast with machine learning classifiers”, Engineering Applications of Artificial Intelligence, vol. 43, pp. 44-53, 2015. (JCR: 1.625)
  115. M. I. Chidean, J. Muñoz-Bulnes, J. Ramiro-Bargueño, A. Caamaño-Fernández and S. Salcedo-Sanz, “Spatio-temporal trend analysis of air temperature in Europe and western Asia using data-coupled clustering” Global and Planetary Change, vol. 129, pp. 45-55, 2015. (JCR: 3.707)
  116. A. Troncoso-Lora, S. Salcedo-Sanz, C. Casanova-Mateo, J. C. Riquelme and L. Prieto, “Local models-based regression trees for very short-term wind speed prediction”, Renewable Energy, vol. 81, pp. 589-598, 2015. (JCR: 2.226)
  117. S. Salcedo-Sanz, J. Muñoz-Bulnes, J. A. Portilla-Figueras and J. del Ser, "One-Year-Ahead Energy Demand Estimation from Macroeconomic Variables using Computational Intelligence Algorithms",  Energy Conversion and Management, vol. 99, pp. 62-71, 2015. (JCR: 2.775)
  118. R. Mallol-Poyato, S. Salcedo-Sanz, S. Jiménez-Fernández and P. Díaz-Villar, "Optimal discharge scheduling of energy storage systems in MicroGrids based on hyper-heuristics", Renewable Energy, vol. 83, pp. 13-24, 2015. (JCR: 2.226)
  119. S. Salcedo-Sanz, J. C. Nieto-Borge, L. Carro-Calvo, L. Cuadra, K. Hessner and E. Alexandre, “Significant wave height estimation using SVR algorithms and shadowing information from simulated and real measured X-band radar images of the sea surface”, Ocean Engineering, vol. 101, pp. 244–253, 2015. (JCR: 1.337) 
  120. S. Salcedo-Sanz, R. C. Deo, L. Carro-Calvo and B. Saavedra-Moreno, "Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms", Theoretical and Applied Climatology, in press, 2015. (JCR: 1.742) 
  121. E. Villar-Rodríguez, J. del Ser, S. Gil-López, M. N. Bilbao and S. Salcedo-Sanz, “A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks”, International Journal of Bio-inspired Computation, in press, 2015. (JCR: 1.681)
  122. E. Alexadre, L. Cuadra, JC. Nieto-Borge, G. Candil-García, M. del Pino and S. Salcedo-Sanz, “A Hybrid Genetic Algorithm -- Extreme Learning Machine approach for Accurate Significant Wave Height Reconstruction”, Ocean Modelling, vol. 92, pp. 115-123, 2015. (JCR: 2.590)
  123. S. Salcedo-Sanz, A. Pastor-Sánchez, J. A. Portilla-Figueras and L. Prieto, “Effective multi-objective optimization with the Coral Reefs Optimization algorithm”, Engineering Optimization, in press, 2015. (JCR: 1.076)
  124. E. Villar-Rodríguez, J. del Ser, M. N. Bilbao, I. Torre and S. Salcedo-Sanz, “A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines”, Concurrency and Computation: Practice and Experience, in press, 2015. (JCR: 0.997)
  125. L. Cuadra, S. Salcedo-Sanz, J. del Ser, S. Jiménez-Fernández and Z. W. Geem, "A Critical Review of Robustness in Power Grids Using Complex Networks Concepts", Energies, vol. 8, no. 9, pp. 9211-9265 , 2015. (JCR: 2.072)
  126. R. Mallol-Poyato, S. Jiménez-Fernández, P. Díaz-Villar and S. Salcedo-Sanz, "Joint optimization of a Microgrid's structure design and its operation using a two-steps evolutionary algorithm," Energy, vol. 94, pp. 775-785, 2016. (JCR: 4.520, Q1)
  127.  L. Cuadra, S. Salcedo-Sanz, J. C. Nieto-Borge, E. Alexandre and G. Rodríguez, "Computational Intelligence in wave energy: comprehensive review and case study," Renewable & Sustainable Energy Reviews, vol. 58, pp. 1223-1246, 2016. (JCR: 8.050, Q1)
  128. S. Salcedo-Sanz, L. Cuadra and M. Vermeij, "A review of Computational Intelligence techniques in coral reefs-related applications," Ecological Informatics, vol. 32, no. 3, pp. 107-123, 2016.  (JCR: 2.020, Q2)
  129. L. Cuadra, A. Aybar-Ruíz, M. A. del Arco, J. Navío-Marco, J. A. Portilla-Figueras and S. Salcedo-Sanz, "A Lamarckian hybrid grouping genetic algorithm with repair heuristics for resource assignment in WCDMA networks," Applied Soft Computing, vol. 43, pp. 619–632, 2016. (JCR: 3.541, Q1)
  130. S. Salcedo-Sanz, P. García-Díaz, J. del Ser, M. N. Bilbao and J. A. Portilla-Figueras, "A novel grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria," Expert Systems with Applications, vol. 55, pp. 388–402, 2016. (JCR: 3.928, Q1)
  131. E. Andrés-Pérez, D.  González-Juárez, M. J. Martin-Burgos, L. Carro-Calvo and S. Salcedo-Sanz, "Influence of the number and location of design parameters in the aerodynamic optimization of aeronautical configurations through EAs and SVMs," Engineering Optimization, vol. 49, no. 2, pp. 181-198, 2017. (JCR: 1.728, Q2)
  132. S. Salcedo-Sanz, J. Muñoz-Bulnes and M. Vermeij, "New coral reefs-based approaches for the model type selection problem: a novel method to predict a nation's future energy demand," International Journal of Bio-Inspired Computation, vol. 10, no. 3, pp. 145-158, 2017. (JCR: 1.935, Q2)
  133. A. Aybar-Ruiz, S. Jiménez-Fernández, L. Cornejo-Bueno, C. Casanova-Mateo, J. Sanz-Justo, P. Salvador-González and S. Salcedo-Sanz, "A novel Grouping Genetic Algorithm -- Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs," Solar Energy, vol. 132, no. 7, pp. 129-142, 2016. (JCR: 4.018, Q1)
  134. A. M. Durán-Rosal, C. Hervás, A. J. Tallón-Ballesteros, A. C. Martínez-Estudillo and S. Salcedo-Sanz, "Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks," Ocean Engineering, vol. 117, pp. 292–301, 2016. (JCR: 1.894, Q1)
  135. L. Cornejo-Bueno, J. C. Nieto-Borge, E. Alexandre, K. Hessner and S. Salcedo-Sanz, "Accurate estimation of significant wave height with support vector regression algorithms and marine radar images," Coastal Engineering, vol. 114, pp. 233–243, 2016. (JCR: 3.221, Q1)
  136. L. Cornejo-Bueno, J. C. Nieto-Borge, P. García-Díaz, G. Rodríguez and S. Salcedo-Sanz, "Significant wave height and energy flux prediction for marine energy applications: a grouping genetic algorithm -- Extreme Learning Machine approach," Renewable Energy, vol. 97,  pp. 380-389, 2016. (JCR: 4.357, Q1).
  137. J. Sánchez-Oro, A. Duarte and S. Salcedo-Sanz, "Robust total energy demand estimation with a hybrid variable neighborhood search -- Extreme Learning Machine algorithm," Energy Conversion and Management, vol. 123, pp. 445-452, 2016. (JCR: 5.589, Q1)
  138. S. Salcedo-Sanz, C. Camacho-Gómez, R. Mallol-Poyato, S. Jiménez-Fernández and J. del Ser, "A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids", Soft Computing Journal, vol. 20, pp. 4287-4300, 2016. (JCR: 2.472, Q2)
  139. S. Salcedo-Sanz, "Modern meta-heuristics based on nonlinear physics processes: A review of models and design procedures," Physics Reports, vol. 655, pp. 1-70, 2016. (JCR: 17.425, Q1)
  140. E. Villar-Rodriguez, J. Del Ser, M. N. Bilbao and S. Salcedo-Sanz, "A feature selection method for author identification in interactive communications based on supervised learning and language typicality" Engineering Applications of Artificial Intelligence, vol. 56, pp. 175-184, 2016. (JCR: 2.894, Q1)
  141. M. A. del Arco, L. Cuadra, J. A. Portilla-Figueras and S. Salcedo-Sanz, "Near-optimal user assignment in LTE mobile networks with Evolutionary Computing," Transactions on Emerging Telecommunication Technologies, in press., 2016. (JCR: 1.535, Q3)
  142. R. Mallol-Poyato, S. Jiménez-Fernández,  P. Díaz-Villar and  S. Salcedo-Sanz, "Adaptive nesting of evolutionary algorithms for the optimization of Microgrid's sizing and operation scheduling" Soft Computing, in press, 2016. (JCR: 2.472, Q2)
  143. L. Carro-Calvo, C. Casanova-Mateo, J. Sanz-Justo, P. Salvador and S. Salcedo-Sanz, "Efficient prediction of total column ozone based on support vector regression algorithms, numerical models and Suomi-satellite data", Atmósfera Journal, vol. 30, no. 1, 2017. (JCR: 0.673, Q4).
  144. A. Elola, J. Del Ser, M. N. Bilbao, C. Perfecto, E. Alexandre and S. Salcedo-Sanz, "Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems" Applied Soft Computing, vol. 52, pp. 760-770, 2017. (JCR: 3.541, Q1)
  145. M. N. Bilbao, J. del Ser, C. Perfecto, S. Salcedo-Sanz and  J. A. Portilla-Figueras, "Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-Heuristics," Neurocomputing, in press, 2016. (JCR: 3.317, Q1)
  146. L. Carro-Calvo, C. Hoose, M. Stengel and S. Salcedo-Sanz, "Cloud glaciation temperature estimation from passive remote sensing data with Evolutionary Computing," Journal of Geophysical Research – Atmospheres, vol. 121, pp. 13591-13608, 2016. (JCR: 3.454, Q1)
  147. S. Salcedo-Sanz, C. Camacho-Gómez,  A. Magdaleno, E. Pereira and A. Lorenzana, "Structures vibration control via tuned mass dampers using a co-evolution coral reefs optimization algorithm," Journal of Sound and Vibration, vol. 393, pp. 62–75, 2017. (JCR:  2.593, Q1)
  148. M. Pérez-Ortiz, S. Jiménez-Fernández, P. A. Gutiérrez, E. Alexandre, C. Hervás-Martínez and S. Salcedo-Sanz, "A review of classification problems and algorithms in renewable energy applications," Energies, vol. 9, pp. 1-27, 2016. (JCR: 2.262, Q2)
  149. S. Salcedo-Sanz, S. Jiménez-Fernández, A. Aybar-Ruiz, C. Casanova-Mateo, J. Sanz-Justo and R. García-Herrera, "A CRO-Species optimization scheme for robust global solar radiation statistical downscaling," Renewable Energy, vol. 111, pp. 63-76, 2017. (JCR: 4.357, Q1)
  150. M. Durán-Rosal, L. Cornejo-Bueno, P. A. Gutiérrez, C. Hervás-Martínez and S. Salcedo-Sanz, "Robust estimation of wind power ramp events with Reservoir Computing", Renewable Energy, vol. 11, pp. 428-437, 2017. (JCR: 4.357, Q1)
  151. L. Cornejo-Bueno, C. Casanova-Mateo, J. Sanz-Justo, E. Cerro-Prada and S. Salcedo-Sanz, "Efficient prediction of low-visibility events at airports using machine-learning regression", Boundary Layer Meteorology, in press, 2017. (JCR: 2.573, Q2)
  152. M. Chidean, A. Caamaño-Fernández, C. Casanova-Mateo, J. Ramiro-Bargueño and S. Salcedo-Sanz, "Spatio-temporal analysis of wind resource in the Iberian Peninsula with data-coupled clustering",  Renewable and Sustainable Energy Reviews, in press, 2017. (JCR: 8.050, Q1)
  153. E. Andrés-Pérez, D. González-Juárez, M. J. Martin-Burgos, L. Carro-Calvo and S. Salcedo-Sanz, "Obtaining minimum-drag shapes through surrogate-based global optimization: An application to the aerodynamic shape design of the landing gear master cylinder", Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, in press, 2017. (JCR: 0.809, Q3)
  154. L. Cuadra, M. del Pino, J. C. Nieto-Borge and S. Salcedo-Sanz, "Optimizing the structure of distribution smart grids with renewable generation against abnormal conditions: a complex networks approach with evolutionary algorithms," Energies, vol. 10, no. 1097, pp. 1-31, 2017. (JCR: 2.262, Q2)
  155. S. Salcedo-Sanz, A. Aybar-Ruíz, C. Camacho-Gómez and E. Pereira, "Efficient fractal-based mutation in evolutionary algorithms from Iterated Function Systems," Communications in Nonlinear Science and Numerical Simulation, vol. 56, pp. 434-446, 2018. (JCR: 2.784, Q2)
  156. L. Cornejo-Bueno, E. Garrido-Merchán, D. Hernández-Lobato and S. Salcedo-Sanz, "Bayesian Optimization of a hybrid system for robust ocean wave features prediction," Neurocomputing, in press, 2017. (JCR: 3.317, Q1)
  157. A. M. Ahmadzadeh, L. Cuadra, M. A. del Arco-Vega, J. A. Portilla-Figueras and S. Salcedo-Sanz, "Influence of overhead on LTE downlink performance: a comprehensive model," Telecommunication Systems, in press, 2017. (JCR: 1.542, Q2)
  158. Z. Mundher-Yaseen, R. C. Deo, A. Hilal, A. M. Abd, L. Cornejo-Bueno, S. Salcedo-Sanz and M. L. Nehdi, "Predicting compressive strength of lightweight foamed concrete using Extreme Learning Machine model," Advances in Engineering Software, vol. 115, pp. 112-125, 2018. (JCR: 3.000, Q1)
  159. J. L. Lobo, J. Del Ser, M. N. Bilbao, C. Perfecto and S. Salcedo-Sanz, "DRED: An Evolutionary Diversity Generation Method for Concept Drift Adaptation in Online Learning Environments" Applied Soft Computing, in press, 2017. (JCR: 3.541, Q1)
  160. S. Salcedo-Sanz, R. C. Deo, L. Cornejo-Bueno, C. Camacho-Gómez and S. Ghimire, "An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in Sunshine State of Australia," Applied Energy, vol. 209, pp. 79-94, 2018. (JCR: 7.182, Q1)
  161. L. Cornejo-Bueno, L. Cuadra, S. Jiménez-Fernández, J. Acevedo-Rodríguez, L. Prieto and S. Salcedo-Sanz, "Wind power ramp events prediction with hybrid machine learning regression techniques and reanalysis data," Energies, vol. 10, no. 11, 1784, pp. 1-27, 2017. (JCR: 2.262, Q2)
  162. A. M. Durán-Rosal, P. A. Gutiérrez, S. Salcedo-Sanz and C. Hervás-Martínez, "A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series," Applied Soft Computing, in press, 2017. (JCR: 3.541, Q1)
  163. C. Camacho-Gómez, X. Wang, E. Pereira, I. M. Díaz and S. Salcedo-Sanz, "Active vibration control design using the Coral Reefs Optimization with Substrate Layer algorithm," Computers & Structures, in press, 2017. (JCR: 2.847, Q1)
  164. O. García-Hinde, G. Terrén-Serrano, M. Á. Hombrados-Herrera, V. Gómez-Verdejo, S. Jiménez-Fernández, C. Casanova-Mateo, J. Sanz-Justo, M. Martínez-Ramón and S. Salcedo-Sanz,  “Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting,” Engineering Applications of Artificial Intelligence, vol. 69, pp. 157-167,2018. (JCR: 2.894, Q1)


International Journals (Peer reviewed, Non-indexed journals):
  1. S. Salcedo-Sanz, M. DePrado-Cumplido, M. J. Segovia-Vargas, F. Pérez-Cruz and C. Bousoño-Calzón, “Feature selection methods involving SVMs for the prediction of insolvency in non-life insurance companies,” Intelligent Systems in Accounting Finance and Management, vol. 12, pp. 261-281, 2004.
  2. M. J. Segovia-Vargas, S. Salcedo-Sanz and C. Bousoño-Calzón, “Prediction of insolvency in non-life insurance companies using support vector machines, genetic algorithms and simulated annealing,” Fuzzy Economic Review, vol. 9, pp. 79-97, 2004.
  3. Y. Xu,  S. Salcedo-Sanz and X. Yao, “Metaheuristic approaches to traffic grooming in WDM optical networks,” International Journal of Computational Intelligence and Applications, vol. 5, pp. 231-249, 2005.
  4. S. Salcedo-Sanz and C. Bousoño-Calzón, “On the application of linear transformations for genetic algorithms optimization,” International Journal of Knowledge-based and Intelligent Engineering Systems, vol. 11, pp. 1-16, 2007.
  5. A. Portilla-Figueras, S. Salcedo-Sanz, M. Naldi and K. D. Hackbarth, “Cost Based Termination Access Charges in Mobile Sector: Some Considerations,” Recent Patents on Computer Science, vol. 1, no. 3, pp. 208-218, 2008.
  6. A. M. Pérez-Bellido, S. Salcedo-Sanz,  A. Portilla-Figueras, E. G. Ortiz-García and P. García-Díaz, “Evolutionary band-width allocation in reservation-based networks with Vickrey Auctions,” International Journal of Intelligent Information and Database Systems, vol. 3, pp. 75-81, 2009.
  7. S. Salcedo-Sanz, "A survey of repair methods used as constraint handling techniques in evolutionary algorithms," Computer Science Reviews, vol. 3, pp. 175-192, 2009.
  8. E. G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido, L. Carro-Calvo, A. Portilla-Figueras and X. Yao, “Improving the performance of evolutionary algorithms in grid-based puzzles resolution,” Evolutionary Intelligence, vol. 2, pp. 169-181, 2009.
  9. S. Salcedo-Sanz, B. Saavedra-Moreno,  A. Paniagua-Tineo, L. Prieto and A. Portilla-Figueras, “A review of recent evolutionary computation-based techniques in wind turbine layout optimization problems,” Central European Journal of Computer Science, Invited paper for inaugural issue, 2011.
  10. J. Maestro-Montojo, S. Salcedo-Sanz and J. J. Merelo, “New Solver and Optimal Anticipation Strategies Design Based on Evolutionary Computation for the Game of MasterMind,” Evolutionary Intelligence,  vol. 6, pp. 219-228, 2014. 
  11. S. Salcedo-Sanz, L. Carro-Calvo, M. Claramunt, A. Castañer and M. Mármol, "Effectively tackling reinsurance problems using evolutionary-based algorithms," Risks, vol. 2, no. 2, pp. 132-145, 2014.
  12. S. Salcedo-Sanz, "A review on the Coral Reefs Optimization algorithm: new development lines and current applications," Progress in Artificial Intelligence, vol. 6, no. 1, pp 1-15, 2017.

National Journals (Spanish):
  1. S. Salcedo-Sanz,  "Algoritmos de computación evolutiva y su aplicación a problemas de optimización en física,"  Revista Española de Física, vol. 22, no. 4, pp. 6-12,  2008.
  2. S. Salcedo-Sanz, A. Portilla-Figueras, E. G. Ortiz-García, A. Pérez-Bellido y L. Prieto-Godino, "Modelos híbridos basados en computación neuronal para la predicción del viento en parques eólicos,"  Revista Eolus, artículo invitado, vol. 45, pp. 24-25, Sept/Oct. 2009.

 Books and book's chapters:
  1. X. Yao, F. Wang, K. Padmanabhan and S. Salcedo-Sanz, "Hybrid evolutionary approaches to terminal assignment in communications networks", Recent Advances in Memetic Algorithms and Related Search Technologies, W. E. Hart, N. Krasnagor and J. E. Smith (Edts.), Springer-Verlag, 2004.
  2. M. Segovia-Vargas, C. Bousoño-Calzón and S. Salcedo-Sanz, "Aplicación de métodos de inteligencia artificial para el análisis de la solvencia de entidades aseguradoras", Cuadernos de Seguros, nº 97, Fundación Mapfre Estudios, 2005.
  3. S. Salcedo-Sanz, G. Camps-Vals and C. Bousoño-Calzón, "Hybrid genetic algorithms in data mining applications", Idea-Group, 2006.
  4. S. Salcedo-Sanz, Antonio Portilla-Figueras, Emilio G. Ortiz-García and Ángel M. Perez-Bellido, "Hybrid meta-heuristics algorithms involving Hopfield networks: a review," Artificial Intelligence: New Research, Nova Publishers Inc., 2007.
  5. A. Portilla-Figueras, R. Criado-Martín and S. Salcedo-Sanz, "Infraestructura de comunicaciones orientada a la teleformación," en Aplicaciones Tecnológicas en la Formación de Investigadores en el Campus Virtual, Escuela de CC. de la Información, Universidad de San Luís de Potosí, México, 2010.
  6. S. Salcedo-Sanz, L. Cuadra, J. A. Portilla-Figueras, S. Jiménez-Fernández and E. Alexandre-Cortizo, "A review of computational intelligence algorithms in insurance applications", Statistical and Soft Computing Approaches in Insurance Problems, Nova Publishers, 2012.
  7. M. N. Bilbao, D. Gallo-Marazuela, S. Salcedo-Sanz, J. Del Ser and C. Casanova-Mateo, "A meta-heuristic approach for the optimal deployment of fire fighting aircrafts based on fire risk predictions," New Perspectives on Stochastic Modeling and Data Analysis, J. R. Bozeman, V. Girardin and C. H. Skiadas (Eds), pp. 89-96, 2014.
  8. S. Salcedo-Sanz, A. Pastor-Sánchez, D. Gallo-Marazuela, E. Alexandre and A. Portilla-Figueras, "Optimal turbines layout in an offshore wind farm using evolutionary computation," New Perspectives on Stochastic Modeling and Data Analysis, J. R. Bozeman, V. Girardin and C. H. Skiadas (Eds), pp. 1-8, 2014.
  9. L. Carro-Calvo, S. Salcedo-Sanz, A. Pastor-Sánchez and A. Portilla-Figueras, "A novel pointer-based encoding Genetic Programming algorithm," New Perspectives on Stochastic Modeling and Data Analysis, J. R. Bozeman, V. Girardin and C. H. Skiadas (Eds), pp. 1-11, 2014.

 International Conferences:
  1. S. Salcedo-Sanz, C. Bousoño Calzón, "A hybrid neural-genetic algorithm for frequency assignment optimization in satellite communications", Proc. International Conference on Optimization, Techniques and Applications, Hong Kong, China, 2001.
  2. J. Sepúlveda Sanchís, G. Camps-Vals, E. Soria-Olivas, S. Salcedo Sanz, C. Bousoño Calzón and J. Marrugat de la Iglesia, "Support vector machines and genetic algorithms for detecting unstable angina",  Proc. of IEEE Computers in Cardiology,  Memphis, USA, 2002.
  3. S. Salcedo-Sanz, M. DePrado Cumplido, R. Torres López, F. Pérez-Cruz and C. Bousoño Calzón, "Improvements in genetic feature selection: a spectral interpretation", Proc. Workshop Learning‘02, Leganés, Madrid, España, 2002.
  4. S. Salcedo-Sanz,  C. Bousoño Calzón, "A hybrid neural-genetic algorithm for FPGA segmented channel routing problems", Proc. International Conference on Signal Processing, Robotics and Automation, in Advances in Systems Engineering, Signal Processing and Communications, Cádiz, Spain,  pp. 103-106, 2002.
  5. S. Salcedo-Sanz, M. DePrado-Cumplido, F. Pérez-Cruz and C. Bousoño-Calzón, "Feature selection via genetic optimization", International Conference on Artificial Neural Networks, Madrid, Spain, Lecture Notes in Computer Science, vol. 2415, pp. 547-552, 2002.
  6. J. M. Leiva Murillo, R. Santiago-Mozos, S. Salcedo Sanz, A. Artés Rodríguez, "Symbol decision via genetic optimization of mutual information", Proc. 6th Baiona workshop on Signal Processing Communications, Baiona, España, 2003.
  7. M. Segovia-Vargas, S. Salcedo Sanz,  C. Bousoño Calzón, "Prediction of insolvency in non-life insurance companies using support vector machines and genetic algorithms", Proc. 10th SIGEF Congress on Emergent Solutions for the Information and Knowledge Economy, León, España, 2003.
  8. Y. Xu, S. Salcedo-Sanz and X. Yao, "Non-standard Cost Terminal Assignment Problems Using Tabu Search Approach", IEEE  Conference on Evolutionary Computation (CEC), Portland, USA, 2004.
  9. S. Salcedo-Sanz, J. A. Portilla-Figueras, S. Jiménez-Fernández and J. A. Martínez-Rojas, "A hybrid greedy-simulated annealing algorithm for the optimal location of controllers in wireless networks", International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases, Alcalá de Henares, Spain, 2006.
  10. J. A. Portilla-Figueras, S. Salcedo-Sanz, P. García-Díaz and K. Harthbarth, "A Genetic algorithm for solving the first price sealed bid auction in communication networks",  International Conference on Electronics, Hardware, Wireless and Optical Communications, Alcalá de Henares, España, 2006.
  11. P. García-Díaz, K. Harthbarth, J. A. Portilla-Figueras and S. Salcedo-Sanz, "Simulation of the behavior of bidders in first-price sealed-bid auctions on communication networks'', International Conference on Electronics, Hardware, Wireless and Optical Communications, Alcalá de Henares, Spain, 2006.
  12.  S. Salcedo-Sanz, J. Saez-Landete and M. Rosa-Zurera, "Nature-inspired algorithms for the optimization of optical reference signals", Parallel Problem Solving from Nature (PPSN), Reykjavic, Iceland, Lecture Notes in Computer Science, vol. 4193, pp. 282-291, 2006.
  13. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras and X. Yao, "Solving Japanese Puzzles with Heuristics", IEEE Symposium on Computational Intelligence and Games, Honolulu, Hawaii, USA, 2007.
  14. A. M. Pérez-Bellido, S. Salcedo-Sanz, J. A. Portilla-Figueras, E. G. Ortíz-García and P. García-Díaz, "An Agent System for Bandwidth Allocation in Reservation-based Networks using Evolutionary Computing and Vickrey Auctions", 1st KES Symposium on Agent and Multi-Agent Systems – Technologies and Applications, Lecture Notes in Artificial Intelligence, vol. 4496, pp. 476-485, 2007.
  15. M. Pérez-Bellido, S. Salcedo-Sanz, J. A. Portilla-Figueras, E. G. Ortíz-García and P. García-Díaz, "A hybrid evolutionary programming algorithm for spread spectrum radar polyphase code design", Genetic and Evolutionary Computation Conference (GECCO), Londres, UK,  2007.
  16. E. G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido and J. A. Portilla-Figueras, "A hybrid Hopfield network genetic algorithm approach for the lights-up puzzle", IEEE Conference on Evolutionary Computation, Singapur, 2007.
  17. F. Cruz-Roldán, S. Salcedo-Sanz,  J. A. Portilla-Figueras and N. Gimeno-Martínez, "Evolutionary Programming Techniques for designing M-channel Cosine Modulated Filter Banks," 5th IEEE International Symposium on Intelligent Signal Processing (WISP2007), Alcalá de Henares, Spain, 2007.
  18. L. Carro-Calvo, S. Salcedo-Sanz, R. Gil-Pita, J. Portilla-Figueras and M. Rosa-Zurera, "An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets", 8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL '07), Lecture Notes in Computer Science, vol. 4881 pp. 1151-1159, 2007.
  19. L. E. Agustín-Blas, S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras and M. Naldi, "Assignment of students to preferred laboratory groups using a hybrid grouping genetic algorithm", IEEE Hybrid Intelligent Systems Conference, Barcelona, Spain, 2008.
  20. G. Esteve-Asensio, D. Valverde, J. Portilla-Figueras, S. Salcedo Sanz, M. Faro-Rivas and J. Díaz-Estebarán, "Study into MBMS as a public warning technology", Proceedings of the 8th International Conference on Distance Learning and Web Engineering, Santander, Spain, 2008.
  21. J. Díaz-Estebarán, J. Portilla-Figueras, S. Salcedo Sanz, M. Faro-Rivas and G. Esteve-Asensio, "Using a OMNET++ network based simulator as test-bed for network design algorithms,"  Proceedings of the 8th conference on Simulation, Modelling and Optimization, Santander, Spain, 2008.
  22. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras and M. Naldi, "Optimization of automated call center service times using evolutionary techniques",  IEEE Hybrid Intelligent Systems Conference, Barcelona, Spain, 2008.
  23. S. Salcedo-Sanz, E. G. Ortiz-García, A. M. Pérez-Bellido, J. A. Portilla-Figueras, L. Prieto, D. Paredes and F. Correoso, "Short-term wind speed prediction by hybridizing global and mesoscale forecasting models with artificial neural networks", IEEE Hybrid Intelligent Systems Conference, Barcelona, Spain, pp. 608-612, 2008.
  24. A. M. Pérez-Bellido,  S. Salcedo-Sanz, E. G. Ortiz-García, J. A. Portilla-Figueras and M. Naldi, "Solving the delay-constrained capacitated minimum spanning tree problem using a Dandelion-encoded evolutionary algorithm", 7th Simulated Evolution and Learning Conference, Lecture Notes in Computer Science, vol. 5361, pp. 151-160, 2008.
  25. E. G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido, J. A. Portilla-Figueras and X. Yao, "Solving very difficult Japanese puzzles with a hybrid evolutionary-logic algorithm", 7th Simulated Evolution and Learning Conference, Lecture Notes in Computer Science, vol. 5361, pp. 360-369, 2008.
  26. E. G. Ortiz-García, S. Salcedo-Sanz, J. Gascón-Moreno, A. M. Pérez-Bellido, J. A. Portilla-Figueras and L. Carro-Calvo, "A novel estimation of the regularization parameter for epsilon-SVM," 10th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL '09), Lecture Notes in Computer Science, vol. 5788,  pp. 34-41, 2009.
  27. L. E. Agustín-Blas, S. Salcedo-Sanz, P. Vidales, G. Urueta, A. Portilla-Figueras and M. Solarski, "A hybrid grouping genetic algorithm for citywide ubiquitous WiFi access deployment," IEEE Conference on Evolutionary Computation, Thromheim, Norway, pp.  2172-2179, 2009.
  28. E. G. Ortiz-García, L. Martínez-Bernabeu, S. Salcedo-Sanz, F. Flórez-Revuelta, A. M. Pérez-Bellido and A. Portilla-Figueras, "A parallel evolutionary algorithm for the hub location problem with fully interconnected backbone and access networks," IEEE Conference on Evolutionary Computation, Thromheim, Norway, pp. 1501-1506, 2009.
  29. O. Alonso-Garrido, S. Salcedo-Sanz, L. E. Agustín-Blas, E. G. Ortiz-García, A. M. Pérez-Bellido and J. A. Portilla-Figueras, " A hybrid grouping genetic algorithm for the multiple-type access node location problem," 10th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL '09), Lecture Notes in Computer Science, vol. 5788, pp. 376-383, 2009.
  30. P. López-Espí, S. Salcedo-Sanz, A. M. Pérez-Bellido, E. G. Ortiz-García, O. Alonso-Garrido and A. Portilla-Figueras, "Estimating the Concentration of Nitrates in Water Samples using PSO and VNS Approaches," 1st European Workshop on Nature-inspired Methods for Environmental Issues, Evoworkshops, Lecture Notes in Computer Science, vol. 5484, pp. 132-141, 2009.
  31. Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, Emilio G. Ortiz-García, Antonio Portilla-Figueras and Maurizio Naldi, “A lower bound for the oriented-tree network design problem based on Information Theory concepts” International Conference on Computational and Mathematical Methods in Science and Engineering, (CMMSE) 2009, Conference Proceedings, Gijón, Spain, 2009.
  32. C. Hervás-Martínez, P. A. Gutierrez, J. C. Fernández, S. Salcedo-Sanz, A. Portilla-Figueras, A. M. Pérez-Bellido and L. Prieto, “Hyperbolic tangent basis function neural network training by evolutionary programming for accurate short-term wind speed prediction” International Conference on Intelligent Systems Design and Applications, ISDA ‘09, Pisa, Italia, 2009.
  33. J. A. Portilla-Figueras, S. Jiménez-Fernández and S. Salcedo-Sanz, "A competitive-game project-based learning scheme for mobile communications subjects," International Conference on Computer Supported Education, Valencia, Spain, April 2010.
  34. P. A. Gutierrez, M. J. Segovia-Vargas, S. Salcedo-Sanz, C. Hervás, A. Sanchis, A. Portilla-Figueras and F. Fernández-Navarro, "Banking crises prediction by means of hybrid logistic regression and neural netoworks models," 23rd Conference on Industrial, Engineering and Other Applications of  Applied Intelligent Systems (IEA-AIE), Córdoba, Spain, June 2010.
  35. L. Carro-Calvo, S. Maldonado-Bascón, A. Portilla-Figueras, S. Lafuente-Arroyo and S. Salcedo-Sanz, "Cross-layer clustering optimization in mobile networks using evolutionary algorithms," 2nd International Conference on Mobile Lightweight Wireless Systems, Barcelona, Spain, May 2010.
  36. S. Gil-Lopez, J. Del Ser, I. Landa, L. Garcia-Padrones, S. Salcedo-Sanz and J. A. Portilla-Figueras, "On the Application of a Novel Grouping  Harmony Search Algorithm to the Switch Location Problem," 2nd International Conference on Mobile Lightweight Wireless Systems, Barcelona, Spain, May 2010.
  37. P. López-Espi, S. Salcedo-Sanz, R. Sánchez-Montero and A. Portilla-Figueras, "An experience to include advanced optimization techniques in microwave undergraduate laboratories," International Conference on Computer Supported Education, Valencia, Spain, April 2010.
  38. E. G. Ortiz-García, S. Salcedo-Sanz, A. M. Pérez-Bellido, J. Gascón-Moreno and A. Portilla-Figueras, “Support vector regression algorithms in the forecasting of daily maximums of tropospheric ozone concentration in Madrid”, 5th International Conference on Hybrid Artificial Intelligent Systems, San Sebastian, Spain, June 2010.
  39. A. Paniagua-Tineo, S. Salcedo-Sanz, E. G. Ortiz-García, A. Portilla-Figueras, B. Saavedra-Moreno and G. López-Díaz, “Greenhouse indoor temperature prediction based on extreme learning machines for resource-constrained control devices implementation” 9th International Conference on Practical Applications of Agents and Multi-agents Systems, Salamanca, Spain, April, 2011.
  40. J. del Ser, N. Bilbao, S. Gil-López, M.  Mattinmiko and S. Salcedo-Sanz, “'Resource allocation in rate-limited OFDMA systems: a hybrid heuristic approach,” International ITG Workshop on Smart Antennas, Aachen, Germany, February, 2011.
  41. S. Gil-López, J. Del Ser, S. Salcedo-Sanz, A. M. Pérez-Bellido and A. Portilla-Figueras, “On the application of a novel hybrid harmony search algorithm to the radar polyphase code design problem,” 73rd IEEE Vehicular Technology Conference, Budapest, Hungary, 2011.
  42. A. Paniagua-Tineo, E. Ortiz-García, S. Salcedo-Sanz, J. Gascón-Moreno, B. Saavedra-Moreno and A. Portilla-Figueras, “On the performance of the micro-GA extreme learning machines in regression problems,” International Work Conference on Artificial Neural Networks (IWANN), Torremolinos, Spain, 2011.
  43. J. Gascón-Moreno, E. Ortiz-García, S. Salcedo-Sanz, A. Paniagua-Tineo, B. Saavedra-Moreno and A. Portilla-Figueras, “Multi-parametric Gaussian Kernel Function Optimization for SVMr using a Genetic Algorithm,” International Work Conference on Artificial Neural Networks (IWANN), Torremolinos, Spain, 2011.
  44. B. Saavedra-Moreno, S. Salcedo-Sanz, A. Paniagua-Tineo, J. Gascón-Moreno, and A. Portilla-Figueras, “Optimal evolutionary wind turbine placement in wind farms considering new models of shape, orography and wind speed simulation,” International Work Conference on Artificial Neural Networks (IWANN), Torremolinos, Spain, 2011.
  45. S. Gil-López,I. Landa-Torres, J. del Ser, S. Salcedo-Sanz, D. Manjarres and A. Portilla-Figueras, “A Novel Grouping Heuristic Algorithm for the Switch Location Problem based on a Hybrid Dual Harmony Search Technique,” International Work Conference on Artificial Neural Networks (IWANN), Torremolinos, Spain, 2011.
  46. L. Carro-Calvo, L. Laura, S. Salcedo-Sanz, M. Naldi and J. A Portilla-Figueras, “An Evolutionary Algorithm for Network Clustering through Traffic Matrices”, IEEE 7th International Wireless Communications and Mobile Conference, Istanbul, Turkey, 2011.
  47. J. E. Sánchez-García, A. M. Ahmadzadeh, S. Jiménez-Fernández, S. Salcedo-Sanz and A. Portilla-Figueras, "Impact of the HSPA based mobile boadband access on the investment of the 3G access network," 3rd International ICST Conference on Mobile Lightweight Wireless Systems (Mobilight 2011), Bilbao, Spain, 2011.
  48. J. E. Sánchez-García, A. M. Ahmadzadeh, B. Saavedra-Moreno, S. Salcedo-Sanz and A. Portilla-Figueras, "Strategic methods for radio access design in 2G/3G networks," 3rd International ICST Conference on Mobile Lightweight Wireless Systems (Mobilight 2011), Bilbao, Spain, 2011.
  49. E. Andrés-Pérez, F. Monge, A. M. Pérez-Bellido and S. Salcedo-Sanz, "Metamodel-assisted aerodynamic design using evolutionary optimization",  International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control, (EUROGEN, 2011), Capua, Italia, 2011.
  50. P. A. Gutierrez, S. Salcedo-Sanz, C. Hervás, L. Carro-Calvo, J. Sánchez-Monedero and L. Prieto, "Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns," International Conference on Intelligent Systems Design and Applications, (ISDA), Córdoba, Spain, 2011.
  51. S. Jiménez-Fernández, S. Salcedo-Sanz, G. Gómez-Prada, L. Carro-Calvo, J. Maellas-Benito, "Sizing a hybrid photovoltaic-hydrogen system for remote telecommunication stand-alone facilities using evolutionary algorithms", International Conference on Intelligent Systems Design and Applications, (ISDA), Córdoba, Spain, 2011.
  52. J. Gascón-Moreno, S. Salcedo-Sanz, L. Carro-Calvo, B. Saavedra-Moreno, E. G. Ortiz-García and A. Portilla-Figueras, "A binary-encoded tabu-list genetic algorithm for fast support vector regression hyper-parameters tunning" International Conference on Intelligent Systems Design and Applications, (ISDA), Córdoba, Spain, 2011.
  53. I. Landa-Torres, S. Gil-López, J. Del Ser, S. Salcedo-Sanz, D. Manjarres and A. Portilla-Figueras, "A grouping Harmony Search approach for the citywide WiFi deployment problem", International Conference on Intelligent Systems Design and Applications, (ISDA), Córdoba, Spain, 2011. 
  54. S. Salcedo-Sanz, M. Naldi, L. Carro-Calvo, L. Laura, A. Portilla-Figueras and G. Italiano, "Traffic vs Topology in Network Clustering: Does it Matter? 8th International Wireless Communications and Mobile Computing Conference, (Traffic Analysis and Classification Workshop), Limassol, Chipre, 2012. 
  55. D. Manjarres, I. Landa-Torres, S. Gil-López, J. Del Ser and S. Salcedo-Sanz, "A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks," IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, Barcelona, Spain, 2012.
  56. I. Landa-Torres, D. Manjarres, S. Gil-López, J. Del Ser and S. Salcedo-Sanz, "A preliminary approach to near-optimal multi-Hop capacitated network design using grouping-Dandelion encoded heuristics," IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, Barcelona, Spain, 2012.
  57. P. García-Díaz, S. Salcedo-Sanz, J. Plaza-Laina, A. Portilla-Figueras and J. Del Ser "A discrete particle swarm optimization algorithm for mobile network deployment problems," IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, Barcelona, Spain, 2012.
  58. S. Salcedo-Sanz, J. del Ser, I. Landa-Torres, S. Gil-López and J. A. Portilla-Figueras, “The coral reefs optimization algorithm: an efficient meta-heuristic for solving hard optimization problems,” 15th  Applied Stochastic Models and Data Analysis International Conference, Mataró, Spain, 2013.
  59. L. Carro-Calvo, S. Salcedo-Sanz, A. Portilla-Figueras, S. Jiménez-Fernández, L. Cuadra and E. Alexandre-Cortizo, “A novel pointer-encoding genetic programming algorithm for classification problems,” 15th  Applied Stochastic Models and Data Analysis International Conference, Mataró, Spain, 2013.
  60. D. Gallo-Marazuela, S. Salcedo-Sanz, A. Pastor-Sánchez, E. Alexandre-Cortizo, A. Portilla-Figueras and L. Prieto, “Optimal turbines layout in an offshore wind farm using evolutionary computation,” 15th  Applied Stochastic Models and Data Analysis International Conference, Mataró, Spain, 2013.
  61. A. Pastor-Sánchez, E. Alexandre-Cortizo, S. Salcedo-Sanz, D. Gallo-Marazuela and L. Cuadra-Rodríguez, “Optimal quantization and transmission for ECG signals using genetic algorithms,” 15th  Applied Stochastic Models and Data Analysis International Conference, Mataró, Spain, 2013.
  62. C. A. Garcia-Santiago, A. Gonzalez-Gonzalez, I. Landa-Torres, J. Del Ser, S. Gil-Lopez, I. Diaz-Iriberri, F. Duran-Limon and S. Salcedo-Sanz, "On the application of an evolutionary algorithm for the optimization of kitting areas in car manufacturing production chains," 15th  Applied Stochastic Models and Data Analysis International Conference, Mataró, Spain, 2013.
  63. M. N. Bilbao, D. Gallo-Marazuela, S. Salcedo-Sanz, J. Del Ser, C. Casanova-Mateo, "A meta-heuristic approach for the optimal deployment of aerial firefighting fleets based on predictive fire weather risk estimations," 15th  Applied Stochastic Models and Data Analysis International Conference, Mataró, Spain, 2013.
  64. S. Salcedo-Sanz, A. Pastor-Sánchez, D. Gallo Marazuela and J. A. Portilla-Figueras, "A novel Coral Reefs Optimization algorithm for multi-objective problems," 14th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Heifei, China, 2013.
  65. S. Salcedo-Sanz, C. Casanova-Mateo, A. Pastor-Sánchez, D. Gallo-Marazuela, A. Labajo and J. A. Portilla-Figueras, “Direct solar radiation prediction based on Soft-Computing algorithms including novel predictive atmospheric variables," The 14th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'2013), Heifei, China, October, 2013.
  66. S. Salcedo-Sanz, L. Carro-Calvo, J. A. Portilla-Figueras, L. Cuadra and D. Camacho “Fuzzy clustering with grouping genetic algorithms," The 14th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'2013), Heifei, China, October, 2013.
  67. B. Saavedra-Moreno, S. Salcedo-Sanz, L. Carro-Calvo, J. A. Portilla-Figueras and J. Magdalena-Saiz, “Reconstruction of wind speed based on synoptic pressure values and Support Vector regression," The 14th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'2013), Heifei, China, October, 2013.
  68. J. Maestro-Montojo, J. J. Merelo and S. Salcedo-Sanz, “Comparing evolutionary algorithms to solve the Game of MasterMind” Evoapplications 2013, Lecture Notes in Computer Science, vol.7835, pp. 304-313, 2013.
  69. S. Salcedo-Sanz, A. Portilla-Figueras, J. Muñoz-Bulnes, J. del Ser and M. N. Bilbao, "A novel Harmony Search algorithm for one-year-ahead energy demand estimation using macroeconomic variables", Soft Computing Models in Industrial and Environmental Applications (SOCO) Conference, accepted for publication, 2014.
  70. M. N. Bilbao, J. Del Ser, S. Salcedo-Sanz, S. Gil-López, and J. A. Portilla-Figueras, "A bi-objective Harmony Search approach for deploying cost-effective multi-hop communications over large-area wildfires", Soft Computing Models in Industrial and Environmental Applications (SOCO) Conference, accepted for publication, 2014.
  71. L. Carro-Calvo, S. Salcedo-Sanz, E. Andrés-Pérez and M. J. Martín-Burgos, “Global optimization design for expensive computational simulations in aerodynamics using a novel surrogate model approach” Engineering Optimization Conference, 2014.
  72. L. Cuadra,  S. Salcedo-Sanz,  A. D. Carnicer,  M. A. Del Arco and J. A. Portilla-Figueras, “A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks”, Evostar conference (EvoApplications, COMNET workshop), Copenhagen, Denmark, April, 2015.
  73. R. Mallol-Poyato, S. Salcedo-Sanz, S. Jiménez-Fernández and P. Díaz-Villar, “Evolutionary battery scheduling optimization under variable electricity prices in Micro-Grids with renewable generation,” Soft Computing Models in Industrial and Environmental Applications (SOCO) Conference, Burgos, June, 2015.
  74. P.A. Gutiérrez, J.C. Fernández, M. Pérez-Ortiz, L. Cornejo-Bueno, E. Alexandre-Cortizo, S. Salcedo-Sanz, and C. Hervás-Martínez, "Energy flux range classification by using a dynamic window autoregressive model",  13th International Work Conference on Artificial Neural Networks, IWANN 2015. Lecture Notes in Computer Science, vol. 9095, pp. 92-102, 2015.
  75. R. Mallol-Poyato, S. Jiménez-Fernández, L. Cornejo-Bueno, P. Díaz-Villar and S. Salcedo-Sanz, "Nested Evolutionary Algorithms for Joint Structure Design and Operation of Micro-Grids under Variable Electricity Prices Scenarios", 10th IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Madrid, España, 2015.
  76. J. Del Ser , M. N. Bilbao, C. Perfecto, S. Salcedo-Sanz, "A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off", Harmony Search Algorithm Conference, Advances in Intelligent Systems and Computing, vol. 382, pp. 121-131, 2015.
  77. J. Del Ser , M. N. Bilbao, C. Perfecto, S. Salcedo-Sanz, "Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks", Harmony Search Algorithm Conference, Advances in Intelligent Systems and Computing, vol. 382, pp. 133-145, 2015.
  78. E. Villar-Rodriguez, A. Gonzalez-Pardo, J. Del Ser, M. N. Bilbao and S. Salcedo-Sanz, “A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems,” IEEE World Congress on Computational Intelligence, Vancouver, Canadá, July, 2016.
  79. S. Salcedo-Sanz, C. Camacho-Gómez, D. Molina and F. Herrera, “A Coral Reefs Optimization algorithm with substrate layers and local search for large scale global optimization,” IEEE World Congress on Computational Intelligence, Vancouver, Canadá, July, 2016.
  80. C. Camacho-Gómez, R. Mallol-Poyato, S. Jiménez-Fernández, L. Cornejo-Bueno and S. Salcedo-Sanz, “optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms,” IEEE World Congress on Computational Intelligence, Vancouver, Canadá, July, 2016.
  81. O. García-Hinde, V. Gómez-Verdejo, M. Martínez-Ramón, C. Casanova-Mateo, J. Sanz-Justo, S. Jiménez-Fernández and S. Salcedo-Sanz, “Feature selection in solar radiation prediction using bootstrapped SVRs,” IEEE World Congress on Computational Intelligence, Vancouver, Canadá, July, 2016.
  82. L. Cornejo-Bueno, A. Aybar-Ruiz, S. Jiménez-Fernández, E. Alexandre, J. C. Nieto-Borge and S. Salcedo-Sanz, “A grouping genetic algorithm - Extreme Learning Machine approach for optimal wave energy prediction,” IEEE World Congress on Computational Intelligence, Vancouver, Canadá, July, 2016.
  83. J. L. Lobo, J. Del Ser, M. N. Bilbao, I. Laña and S. Salcedo-Sanz, "A probabilistic sample matchmaking strategy for imbalanced data streams with concept drift,” International Symposium on Intelligent and Distributed Computing, pp. 237-246, 2016.
  84. I. Landa-Torres, D. Manjarres, S. Gil-López, J. Del Ser and S. Salcedo-Sanz, "A novel grouping Harmony Search algorithm for clustering problems," International Conference on the Harmony Search algorithm, Advances in Intelligent Systems and Computing 514, pp. 83-90, 2017.
  85. J. L. Lobo, J. Del Ser, E. Villar-Rodriguez, M. N. Bilbao and S. Salcedo-Sanz, "On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics," International Conference on the Harmony Search algorithm, Advances in Intelligent Systems and Computing 514, pp. 70-77, 2017.
  86. A. Aybar-Ruiz, L. Cuadra, J. Del Ser, J. A. Portilla-Figueras and Sancho Salcedo-Sanz, "A grouping Harmony Search algorithm for assigning resources to users in WCDMA mobile networks," International Conference on the Harmony Search algorithm, Advances in Intelligent Systems and Computing 514, pp. 192-199, 2017.
  87. J. M. Peñas, J. A. Portilla-Figueras, J. Navío and S. Salcedo-Sanz, “Identifying Telecommunication strategies and investment opportunities in Latin American countries based on clustering analysis,” 26th European Regional Conference of the International Telecommunications Society (ITS), Madrid, Spain, 24-27 June 2015.
  88. L. Cornejo-Bueno, A. Aybar-Ruiz, C. Camacho-Gómez, L. Prieto, A. Barea-Ropero and S. Salcedo-Sanz, "A Hybrid neuro-evolutionary algorithm for wind power ramp events detection" International Work Conference on Artificial Neural Networks, Cádiz, Spain, 17-16 Junio, 2017.
  89. A. M. Durán-Rosal, D. Guijo-Rubio, P. A. Gutierrez, S. Salcedo-Sanz and C. Hervás-Martínez, "A coral reef optimization algorithm for wave height time series segmentation problems," International Work Conference on Artificial Neural Networks, Cádiz, Spain, 17-16 Junio, 2017.
  90. L. Cornejo-Bueno, E. Garrido-Merchán, D. Hernández-Lobato and S. Salcedo-Sanz, "Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy estimation problems," International Work Conference on Artificial Neural Networks, Cádiz, Spain, 17-16 Junio, 2017.
  91. M. Dorado-Moreno, L. Cornejo-Bueno, P. A. Gutierrez, L. Prieto, S. Salcedo-Sanz and C. Hervas, "Combining reservoir computing and over-sampling for ordinal wind power ramp prediction," International Work Conference on Artificial Neural Networks, Cádiz, Spain, 17-16 Junio, 2017.


 National Conferences (Spanish):
  1. S. Salcedo-Sanz, C. Prieto del Amo, C. Bousoño Calzón, "Métodos emergentes para optimización y planificación de redes de comunicación", Proc. X Jornadas Telecom I+D, Madrid, España, 2000.
  2. S. Salcedo-Sanz, C. Bousoño Calzón, "Diseño de redes PRN con algoritmos híbridos: ajuste y eficiencia de los algoritmos", Proc. XI Jornadas Telecom I+D, Madrid, España, 2001.
  3. P. Lopez-Espí, S. Salcedo-Sanz, I. de Bustamante y J. Alpuente-Hermosilla, "Estimación de la concentración de nitratos en filtros verdes mediante algoritmos evolutivos",  IV Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB), Granada, España, 2005.
  4. J. A. Portilla-Figueras, S. Salcedo-Sanz, S. Jimenez-Fernandez y P. García-Díaz, "Cálculo del radio celular en sistemas WCDMA mediante programación evolutiva",  IV Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB),Granada, España, 2005.
  5. S. Salcedo-Sanz, J. A. Portilla-Figueras, F. García-Vázquez y R. Sanchez-Montero, "Resolución del problema del banquete de bodas mediante un algoritmo de temple simulado",  IV Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB),Granada, España, 2005.
  6. K. D. Hackbarth, R. Sánchez-Montero, A. Portilla-Figueras,  S. Salcedo-Sanz y L. Lopez de Lope, "Fundamentos de la arquitectura de calidad de servicio y facturación en IMS," VI Jornadas de Ingeniería Telemática (JITEL), Alcalá de Henares, España, 2008.
  7. E. G. Ortiz-García , S. Salcedo-Sanz, A. M. Pérez-Bellido , A. Portilla-Figueras , L. Prieto , D. Paredes y F. Correoso, "Estimación evolutiva de parámetros para SVMs: aplicación a un problema de predicción de la velocidad del viento", VI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB), Málaga, España, 2009.
  8. C. Hervas-Martínez, P. Antonio Gutiérrez, S. Salcedo-Sanz, E. Ortiz-García, A. Portilla-Figueras y L. Prieto, "Predicción a corto plazo de la velocidad del viento en parques eólicos mediante redes evolutivas de unidades producto" VII Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB), Valencia, España, 2010.
  9. I. Landa-Torres, S. Gil-López, J. Del Ser, S. Salcedo-Sanz y J. A. Portilla Figueras, “Método para el diseño óptimo de la topología de Redes de Comunicación: Aplicación de Harmony Search por Agrupaciones”, Telecom I+D, Valladolid, España,  2010.
  10. B. Saavedra-Moreno, A. Painagua-Tineo, J. A. Portilla-Figueras and S. Salcedo-Sanz, “Diseño de parques eólicos mediante nuevos modelos de computación heurística,” I encuentro de investigadores en Infraestructuras Inteligentes, Guadalajara, España, 2011.
  11. M. I. Chidean, J. Muñoz-Bulnes, E. del Arco, J. Ramiro-Bargueño, A. J. Caamaño and S. Salcedo-Sanz, "Análisis de tendencias espacio-temporales de temperatura en Europa mediante clusterización acoplada a datos", MAEB 2015, Mérida, 2015.