Year: 2010 (9)

• 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]

Year: 2009 (16)

• J. Alcala-Fdez, L. Sánchez, S. García, M.J. Jesus, S. Ventura, J.M. Garrell, J. Otero, C. Romero, J. Bacardit, V.M. Rivas, J.C. Fernández and F. Herrera. "Keel: A software tool to assess evolutionary algorithms for data mining problems", Soft Computing, Vol. 13(3), February, 2009, pp. 307-318. JCR (2009): 1.328 Position: 51/103 (Q2) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, P.A. Gutiérrez and C. Hervás-Martínez. "A Sensitivity Clustering Method for Memetic Training of Radial Basis Function Neural Networks". 2009 Ninth International Conference on Intelligent Systems Design and Applications (ISDA09). 2009. pp. 187-192. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, C. Hervás-Martínez, M. Carbonero-Ruz and J.C. Fernández. "Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networks", Neurocomputing, Vol. 72(13-15). 2009, pp. 2731-2742. JCR (2009): 1.440 Position: 47/103 (Q2) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• A. Castaño-Méndez, F. Fernandez-Navarro, C. Hervás-Martínez, M.M. García and P.A. Gutiérrez. "Classification by Evolutionary Generalized Radial Basis Functions". 2009 Ninth International Conference on Intelligent Systems Design and Applications (ISDA09). 2009. pp. 203-208. [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, J. Guardiola and C. Hervás-Martínez. "Logistic evolutionary product-unit neural networks: Innovation capacity of poor Guatemalan households", European Journal of Operational Research, Vol. 195(2). 2009, pp. 543-551. [More] [Bibtex] [RIS] [MODS]
• M. Torres-Jiménez, C. Hervás-Martínez and C. García-Alonso. "Multinomial logistic regression and product unit neural network models: Application of a new hybrid methodology for solving a classification problem in the livestock sector", Expert Systems with Applications, Vol. 36(10). 2009, pp. 12225-12235. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, C. Hervás-Martínez, J.C. Fernández, M. Jurado-Expósito, J. Peña-Barragán and F. López-Granados. "Structural simplification of hybrid neuro-logistic regression models in multispectral analysis of remote sensed data", Neural Network World, Vol. 19(1). 2009, pp. 3-20. JCR (2009): 0.475 Position: 93/103 (Q4) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez. "Nuevos Modelos de Redes Neuronales Evolutivas y Regresión Logística Generalizada utilizando Funciones de Base. Aplicaciones". César Hervás Martínez. 2009. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, P.A. Gutiérrez and M. Cruz-Ramírez. "Técnica de Hibridación de un Algoritmo Evolutivo y una Búsqueda Local basada en Análisis Cluster para la Optimización de Redes Neuronales RBF". VI Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB09). Febrero. 2009. pp. 317-324. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, C. Hervás-Martínez, F.J. Martínez-Estudillo and J.C. Fernández. "MultiLogistic Regression using Initial and Radial Basis Function covariates". IEEE International Joint Conference on Neural Networks (IJCNN2009). 14-19 June. 2009. Atlanta, United States. pp. 1067-1074. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, P.A. Gutiérrez, C. Hervás-Martínez and J.C. Fernández. "A Sensitivity Clustering Method for Hybrid Evolutionary Algorithms". Third International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC09). 22-26 June. 2009. Santiago de Compostela, Spain. Methods and Models in Artificial and Natural Computation, Lecture Notes in Computer Science, vol. 5601. pp. 245-254. [More] [Bibtex] [RIS] [MODS]
• J.C. Fernández, C. Hervás-Martínez, F.J. Martínez-Estudillo, P.A. Gutiérrez and M. Cruz-Ramírez. "Memetic Pareto Differential Evolution for designing Artificial Neural Networks in Multiclassification Problems using Cross-Entropy versus Sensitivity". 4th International Conference on Hybrid Artificial Intelligence Systems (HAIS09). 10-12 June. 2009. Salamanca, Spain. Hybrid Artificial Intelligence Systems, Lecture Notes in Computer Science, vol. 5572. pp. 433-441. [More] [Bibtex] [RIS] [MODS]
• J.C. Fernández, M. Carbonero-Ruz, P.A. Gutiérrez and C. Hervás-Martínez. "Ensembles de redes neuronales construidos mediante algoritmos híbridos multiobjetivo para optimizar la precisión y la sensitividad". VI Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB09). 11-13 Febrero. 2009. Málaga, España. pp. 309-316. [More] [Bibtex] [RIS] [MODS]
• J.C. Fernández, C. Hervás-Martínez, F.J. Martínez-Estudillo and M. Cruz-Ramírez. "Design of Artificial Neural Networks using a Memetic Pareto Evolutionary Algorithm using as objectives Entropy versus Variation Coefficient". Ninth International Conference on Intelligent Systems Design and Applications (ISDA09). 30 November-2 Decem. 2009. Pisa, Italy. pp. 408-413. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, P.A. Gutiérrez, J.C. Fernández, S. Salcedo-Sanz, A.P. Figueras, A.P. Bellido and L. Prieto. "Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid Evolutionary Programming for Accurate Short-Term Wind Speed Prediction". Ninth International Conference on Intelligent Systems Design and Applications (ISDA09). 30 Nov-2 Dec. 2009. Pisa, Italy. pp. 193-198. [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, E. Arenas-Arroyo and G.M. Pérez-Alcalá. "Large Scale Knowledge-Based Simulation Models: An Approximation to the North-South Remittances Modell". Proceedings of the 2009 Winter Simulation Conference. 2009. pp. 3077-3087. [More] [Bibtex] [RIS] [MODS]