Year: 2007 (18)


• D. Ortiz-Boyer, C. Hervás-Martínez and N. García. "Improving crossover operator for real-coded genetic algorithms using virtual parents", Journal of Heuristics, Vol. 13. 2007, pp. 265-314. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez and F.J. Martínez-Estudillo. "Logistic Regression using covariates obtained by Product Unit Neural Networks models", Pattern Recognition, Vol. 40(1). 2007, pp. 52-64. [More] [Bibtex] [RIS] [MODS]
• F.J. Martínez-Estudillo, C. Hervás-Martínez, A.C. Martínez-Estudillo and P.A. Gutiérrez. "Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for Classification". 9th International Work-Conference on Artificial Neural Networks (IWANN 2007). 2007. pp. 351-358. [More] [Bibtex] [RIS] [MODS]
• A. Tallón-Ballesteros, P.A. Gutiérrez and C. Hervás-Martínez. "Distribution of the Search of Evolutionary Product Unit Neural Networks for Classification". IADIS Internation Conference Applied Computing 2007 (AC 2007). 2007. pp. 266-273. [More] [Bibtex] [RIS] [MODS]
• A. Tallón-Ballesteros, C. Hervás-Martínez, P.A. Gutiérrez and P. Jimenez. "Distribución de Modelos de Redes Neuronales Evolutivas de Unidades Producto para Clasificación". V Congreso Español de Metaheurístcas and Algoritmos Evolutivos y Bioinspirados (MAEB 2007). 2007. pp. 151-158. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez and M. Silva. "Memetic Algorithm Based Artificial Multiplicative Neural Model Selection for Resolving Multi-Component Mixtures Based On Dynamic Responses", Chemometics and Intelligent Laboratory Systems, Vol. 85(2). 2007, pp. 232-242. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, P.A. Gutiérrez, M. Silva and J.M. Serrano. "Combining classification and regression approaches for the quantification of highly overlapping capillary electrophoresis peaks by using evolutionary sigmoidal and product unit neural networks", Journal of Chemometrics, Vol. 21(12). 2007, pp. 567-577. JCR (2007): 1.367 (category AUTOMATION & CONTROL SYSTEMS, position 9/52, Q1). [More] [Bibtex] [RIS] [MODS]
• A. Valero, C. Hervás-Martínez, G. Zurera and R.M. García. "Product unit neural network models for predicting the growth limits of Listeria monocytogenes", Food Microbiology, Vol. 24(5). 2007, pp. 452-464. [More] [Bibtex] [RIS] [MODS]
• A. Valero, C. Hervás-Martínez, R.M. García and G. Zurera. "Searching for new mathematical growth model approaches for Listeria monocytogenes", Journal of Food Science, Vol. 72(1). 2007, pp. 16-25. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, R.M. Jimeno, A.C. Martínez-Estudillo, F. Fernandez-Navarro and G.Z. Cosano. "Improving Microbial Growth Prediction by Product Unit Neural Network", Journal of Food Science, Vol. 71(2). 2007, pp. 31-38. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, F. López-Granados, J. Peña-Barragán, M. Jurado-Expósito, M.T. Gómez-Casero and C. Hervás-Martínez. "Predicción de mapas de cosecha de girasol infestado de Ridolfia segetum en imágenes remotas mediante Redes Neuronales Evolutivas de Unidad Producto". XI Congreso de la Sociedad Española de Malherbología (SEMh 2007). 2007. pp. 263-266. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, P.A. Gutiérrez, J.C. Fernández and A. Tallón-Ballesteros. "Regresión logística multiclase utilizando funciones de base evolutivas de tipo proyección". I Jornadas de Algoritmos Evolutivos y Metaheurísticas (JAEM07). 12-13 Septiembre. 2007. Zaragoza, España. pp. 65-72. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, F.J. Martínez-Estudillo, M. Carbonero-Ruz, C. Romero and J.C. Fernández. "Evolutionary Combining of Basis Function Neural Networks for Classification". International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC07). 18-21 June. 2007. La Manga del Mar Menor, Spain. Bio-inspired Modeling of Cognitive Tasks, Lecture Notes on Computer Science, vol. 4527. pp. 447-456. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, F.J. Martínez-Estudillo, A.C. Martínez-Estudillo, P.A. Gutiérrez and J.C. Fernández. "Aprendizaje mediante la hibridación de técnicas heurísticas y estadísticas de optimización en regresión logística binaria". V Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB07). 14-16 Febrero. 2007. Puerto de la Cruz, España. pp. 61-68. [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". International Workshop on Hybrid Artificial Intelligence Systems (HAIS 2007). 12-13 November. 2007. Salamanca, Spain. Innovations in Hybrid Intelligent Systems, Advances in Soft Computing, vol. 44. pp. 87-95. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, F.J. Martínez-Estudillo, P.A. Gutiérrez, J.C. Fernández and A. Tallón-Ballesteros. "Clasificación mediante la Evolución de Modelos Híbridos de Redes Neuronales". V Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB07). 14-16 Febrero. 2007. Puerto de la Cruz, España. pp. 77-84. [More] [Bibtex] [RIS] [MODS]
• A. Valero, F. Pérez-Rodriguez, E. Carrasco, C. Hervás-Martínez, P.A. Gutiérrez, J.C. Fernández, R.M. Garcia and G. Zurera. "Evolutionary combined neural networks for modelling the growth boundaries for a five strain Staphylococcus cocktail against temperature and pH and water activity". 5th International Conference in Predictive Modelling in Foods (PMF07). 16-19 September. 2007. Athens, Greece. pp. 291-294. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, J.C. Fernández and C. Hervás-Martínez. "Algoritmos de aprendizaje evolutivo y estadístico para la determinación de mapas de malas hierbas utilizando técnicas de teledetección". V Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA 2007). 11-14 Septiembre. 2007. Zaragoza, España. pp. 239-246. [More] [Bibtex] [RIS] [MODS]

Year: 2006 (7)

• A.C. Martínez-Estudillo, C. Hervás-Martínez, F.J. Martínez-Estudillo and N. Garcia. "Hybridation of evolutionary algorithms and local search by means of a clustering method", IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 36(3). 2006, pp. 534-546. [More] [Bibtex] [RIS] [MODS]
• N. García, D. Ortiz-Boyer and C. Hervás-Martínez. "An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization", Neural Network, Vol. 19(4). 2006, pp. 514-528. [More] [Bibtex] [RIS] [MODS]
• A.C. Martínez-Estudillo, F.J. Martínez-Estudillo, C. Hervás-Martínez and N. Garcia. "Evolutionary Product Unit based Neural Networks for Regression", Neural Networks, Vol. 19(4). 2006, pp. 477-486. [More] [Bibtex] [RIS] [MODS]
• F.J. Martínez-Estudillo, C. Hervás-Martínez, A.C. Martínez-Estudillo, S. Ventura and P.A. Gutiérrez. "Evolutionary Product-Unit Neural Networks for Classification". 7th International Conference on Intelligent Data and Automated Learning (IDEAL 2006). 2006. Lecture Notes on Computer Science, vol. 4664. pp. 1320-1328. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, F.J. Martínez-Estudillo and P.A. Gutiérrez. "Classification by means Evolutionary Product-Unit Neural Networks". IEEE International Joint Conference on Neural Networks (IJCNN 2006). 2006. pp. 2834-2842. [More] [Bibtex] [RIS] [MODS]
• C. Romero, S. Ventura, C. Hervás-Martínez and P.G. Espejo. "Rule Mining with GBGP to improve web-based adaptive educational systems". WitPress. 2006. pp. 171-188. [More] [Bibtex] [RIS] [MODS]
• C. Romero, S. Ventura, P.D. Bra and C. Hervás-Martínez. "An Authoring Tool for Building Both Mobile Adaptable Tests and Web-Based Adaptive or Classic Tests". International Conference Adaptive Hipermedia (AH 2006). 2006. Lecture Notes on Computer Science, vol. 4018. pp. 203-212. [More] [Bibtex] [RIS] [MODS]