Year: 2010 (25)


• P.A. Gutiérrez, C. Hervás-Martínez and M. Lozano. "Designing Multilayer Perceptrons using a Guided Saw-tooth Evolutionary Programming Algorithm", Soft Computing, Vol. 14(6). 2010, pp. 599-613. JCR (2010): 1.512 (category COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, position 41/97 Q2). [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, C. Hervás-Martínez, F.J. Martínez-Estudillo, M. Carbonero-Ruz, M.C. Moreno and M. Cruz-Ramírez. "Evolutionary Learning using a Sensitivity-Accuracy Approach for Classification". 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS2010). 2010. pp. 288-295. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, P.A. Gutiérrez, C. Hervás-Martínez, M. Cruz-Ramírez and M. Carbonero-Ruz. "Evolutionary q-Gaussian Radial Basis Functions for Binary-Classification". 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS2010). 2010. pp. 280-287. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, C. Hervás-Martínez, P.A. Gutiérrez, R. Ruiz and J.C. Riquelme. "Evolutionary q-Gaussian Radial Basis Functions for improving prediction accuracy of gene classification using feature selection". 20th International Conference on Artificial Neural Networks (ICANN10). 2010. pp. 327-336. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, C. Hervás-Martínez, P.A. Gutiérrez, M. Cruz-Ramírez and J. Sánchez-Monedero. "Aprendizaje hibrido de redes neuronales q-Gaussianas en clasificación binaria". VII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB2010). 2010. pp. 227-234. [More] [Bibtex] [RIS] [MODS]
• A. Castaño-Méndez, C. Hervás-Martínez, P.A. Gutiérrez, F. Fernandez-Navarro and M.M. García. "Classification by Evolutionary Generalized Radial Basis Functions", International Journal of Hybrid Intelligent Systems, Vol. 7(1). 2010, pp. 1-10. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, F.J. Martínez-Estudillo, M. Torres-Jiménez, C. García-Alonso, M. Carbonero-Ruz, P.A. Gutiérrez, J.C. Fernández, A.C. Martínez-Estudillo, S. Salcedo-Sanz, F. Fernandez-Navarro, J. Sánchez-Monedero and M. Cruz-Ramírez. "GRUPO DE INVESTIGACIÓN TIC-148". 2010. pp. 220-220. [More] [Bibtex] [RIS] [MODS]
• J.C. Fernández, F.J. Martínez-Estudillo, C. Hervás-Martínez and P.A. Gutiérrez. "Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks", IEEE Transacctions on Neural Networks, Vol. 21(5). 2010, pp. 750-770. JCR (2010): 2.633 Position: 17/108 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, C. Hervás-Martínez, P.A. Gutiérrez, M. Carbonero-Ruz, M.C. Moreno and M. Cruz-Ramírez. "Evaluating the Performance of Evolutionary Extreme Learning Machines by a Combination of Sensitivity and Accuracy Measures", Neural Network World, Vol. 20. 2010, pp. 899-912. JCR (2010): 0.511 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 94/108 Q4). [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, L. Salvador-Carulla, M.A. Negrín-Hernández and B. Moreno-Küstner. "Development of a new spatial analysis tool in Mental Health: Identification of highly autocorrelated areas (hot-spots) of schizophrenia using a Multiobjective Evolutionary Algorithm model (MOEA/HS)", EPIDEMIOLOGIA E PSICHIATRIA SOCIALE. 2010. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, P.A. Gutiérrez, S. Salcedo-Sanz, E.O. García, A.P. Figueras and L. Prieto. "Predicción a Corto Plazo de la Velocidad del Viento en Parques Eólicos Mediante Redes Evolutivas de Unidades Producto". VII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB2010). 2010. pp. 235-242. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, A. Valero, C. Hervás-Martínez, P.A. Gutiérrez, R.M. Gimeno and G.Z. Cosano. "Development of a multi-classification neural network model to determine the microbial growth/no growth interface", International Journal of Food Microbiology, Vol. 141(3). 2010, pp. 203-212. JCR (2010): 3.143 (category FOOD SCIENCE & TECHNOLOGY, position 2/128 Q1). [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, S. Salcedo-Sanz, M.J. Vargas, A. Sanchís, J.A. Figueras, F. Fernandez-Navarro and C. Hervás-Martínez. "Generalized logistic regression models using neural network basis functions applied to the detection of banking crises". 23rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE2010). 2010. pp. 1-10. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, M.J. Segovia-Vargas, S. Salcedo-Sanz, C. Hervás-Martínez, A. Sanchís, J.A. Figueras and F. Fernandez-Navarro. "Hybridizing logistic regression with product unit and RBF networks for accurate detection and prediction of banking crises", OMEGA - The International Journal of Management Science, Vol. 38(5). 2010, pp. 333-344. JCR (2010): 3.467 (category OPERATIONS RESEARCH & MANAGEMENT SCIENCE, position 2/75 Q1). [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, M. Torres-Jiménez and C. Hervás-Martínez. "Income prediction in the agrarian sector using product unit neural networks", European Journal of Operational Research, Vol. 204(2). 2010, pp. 355-365. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, P.A. Gutiérrez, J. Peña-Barragán, M. Jurado-Expósito and F. López-Granados. "A logistic radial basis function regression method for discrimination of cover crops in olive orchards", Expert Systems with Applications, Vol. 37(12). 2010, pp. 8432-8444. JCR (2010): 1.926 (category OPERATIONS RESEARCH & MANAGEMENT SCIENCE, position 15/75, Q1). [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, M. Cruz-Ramírez, F. Fernandez-Navarro, J.C. Fernández, P.A. Gutiérrez and C. Hervás-Martínez. "On the suitability of Extreme Learning Machine for gene classification using feature selection". 10th International Conference on Intelligent Systems Design and Applications (ISDA2010). A.E. Hassanien, A. Abraham, F. Marcelloni, H. Hagras, M. Antonelli and T.-P. Hong eds. 29 Nov-1 Dec. 2010. Cairo, Egypt. pp. 507-512. [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, P.A. Gutiérrez, C. Hervás-Martínez, M. Cruz-Ramírez, J.C. Fernández and F. Fernandez-Navarro. "Methodology for the recognition and diagnosis of students performance by discriminant analisys and artificial neural networks". 1st International Conference on EUropean Transnational Education (ICEUTE2010). 24 September. 2010. Burgos, Spain. pp. 107-115. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, C. Hervás-Martínez, J.C. Fernández and J. Sánchez-Monedero. "Learning Artificial Neural Networks Multiclassifiers by Evolutionary Multiobjective Differential Evolution Guided by Statistical Distributions". International Joint Conference on Neural Networks (IJCNN2010). 18-23 July. 2010. Barcelona, Spain. pp. 2540-2547. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, C. Hervás-Martínez and M.T. Lamata. "E}studio de un Modelo de Ensemble formado por los Extremos del Frente de Pareto en Algoritmos Evolutivos Multi-objetivo Utilizando la Técnica {TOPSIS". VII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB2010). 2010. pp. 219-226. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, J.C. Fernández, J. Sánchez-Monedero, F. Fernandez-Navarro, C. Hervás-Martínez, P.A. Gutiérrez and M.T. Lamata. "Ensemble determination using the TOPSIS decision support system in multi-objective evolutionary neural network classifiers". Proceedings of the 10th International Conference on Intelligent Systems Design and Applications (ISDA2010). A.E. Hassanien, A. Abraham, F. Marcelloni, H. Hagras, M. Antonelli and T.-P. Hong eds. 29 November-1 Decemb. 2010. Cairo, Egypt. pp. 513-518. [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, J.A. Salinas-Pérez and L. Salvador-Carulla. "Spatial Identification of Hot and Cold Spots for the Prevalence of Schizophrenia and Depression". Proceedings of the 2010 International Conference on Operations Research. 2010. pp. 188-189. [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, J.A. Salinas-Pérez and L. Salvador-Carulla. "Spatial Analysis of Schizophrenia Prevalence Using a Multiobjective Evolutionary Algorithm". Proceedings of the 2010 INFORMS International Conference. 2010. [More] [Bibtex] [RIS] [MODS]
• K. Gilbert, C. García-Alonso and L. Salvador-Carulla. "Integrating clinicians, knowledge and data: expert-based cooperative analysis in healthcare decision support", Health Research Policy and Systems, Vol. 8(28). 2010. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, J. Sánchez-Monedero, F. Fernandez-Navarro, J.C. Fernández and C. Hervás-Martínez. "Hybrid Pareto Differential Evolutionary Artificial Neural Networks to determined growth multi-classes in Predictive Microbiology". 23rd International Conference on Industrial and Engineering {&} Other Applications of Applied Intelligent Systems (IEA-AIE2010). 1-4 June. 2010. Cordoba, Spain. Trends in Applied Intelligent Systems, Lecture Notes in Computer Science, vol. 6098. pp. 646-655. [More] [Bibtex] [RIS] [MODS]