Year: 2008 (7)


• S. Ventura, C. Romero, A. Zafra, J.A. Delgado and C. Hervás-Martínez. "JCLEC: A Java Framework for Evolutionary Computing", Soft Computing, Vol. 12(4). 2008, pp. 381-392. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, M. Silva, P.A. Gutiérrez and A. Serrano. "Multilogistic regression by evolutionary neural network as a classification tool to discriminate highly overlapping signals: Qualitative investigation of volatile organic compounds in polluted waters", Chemometrics and Intelligent Laboratory Systems, Vol. 92(2). 2008, pp. 179-185. JCR (2008): 1.940 (category STATISTICS & PROBABILITY, position 11/92 Q1). [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, F. López-Granados, J. Peña Barragán, M. Jurado-Expósito and C. Hervás-Martínez. "Logistic regression product-unit neural networks for mapping Ridolfia segetum infestations in sunflower crop using multitemporal remote sensed data", Computers and Electronics in Agriculture, Vol. 64(2). 2008, pp. 293-306. JCR (2008): 1.273 (category AGRICULTURE, MULTIDISCIPLINARY, position 8/35 Q1). [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, F. López-Granados, J. Peña-Barragán, M. Jurado-Expósito, M.T. Gómez-Casero and C. Hervás-Martínez. "Mapping sunflower yield as affected by Ridolfia segetum patches and elevation by applying Evolutionary Product Unit Neural Networks to remote sensed data", Computers and Electronics in Agriculture, Vol. 60(2). 2008, pp. 122-132. JCR (2008): 1.273 (category AGRICULTURE, MULTIDISCIPLINARY, position 8/35 Q1). [More] [Bibtex] [RIS] [MODS]
• F.J. Martínez-Estudillo, P.A. Gutiérrez, C. Hervás-Martínez and J.C. Fernández. "Evolutionary Learning by a Sensitivity-Accuracy Approach for Multi-class Problems". IEEE Congress on Evolutionary Computation (CEC08). 1-6 June. 2008. Hong Kong, China. pp. 1581-1588. [More] [Bibtex] [RIS] [MODS]
• J.C. Fernández, P.A. Gutiérrez, C. Hervás-Martínez and F.J. Martínez-Estudillo. "Memetic Pareto Evolutionary Artificial Neural Networks for the determination of growth limits of Listeria Monocytogenes". International Conference on Hybrid Intelligent Systems (HIS08). 10-12 September. 2008. Barcelona, Spain. pp. 631-636. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, J.C. Fernández, C. Hervás-Martínez, F.L. Granados, M.J. Expósito and J. Peña-Barragán. "Feature Selection for Hybrid Neuro-Logistic Regression applied to Classification of Remote Sensed Data". 8th International Conference on Hybrid Intelligent Systems (HIS08). 10-12 September. 2008. Barcelona, Spain. pp. 625-630. [More] [Bibtex] [RIS] [MODS]

Year: 2007 (18)

• A.V. Díaz. "Aplicaciones de modelos predictivos en evaluación de riesgo de "Listeria monocytogenes" en productos mínimamente procesados". César Hervás-Martínez. Rosa María García Gimeno. Gonzalo Zurera Cosano. 2007. [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, J.M. Lopez-Soler and J. Povedano-Molina. "Scalable DDS Discovery Protocols Based on Bloom Filters". Real-time and Embedded Systems Workshop, Arlington VA, USA. 2007. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, C. Hervás-Martínez and M. Lozano. "Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks". 8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL07). 2007. Lecture Notes on Computer Science, vol. 4881. pp. 1131-1140. [More] [Bibtex] [RIS] [MODS]
• 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]