Year: 2010 (7)


• 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]
• 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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [Bibtex] [RIS] [MODS]

Year: 2009 (5)

• 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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [Bibtex] [RIS] [MODS]

Year: 2008 (7)

• C. Hervás-Martínez, F.J. Martínez-Estudillo and M. Carbonero-Ruz. "Multilogistic Regression by means of Evolutionary Product-Unit Neural Networks", Neural Networks, Vol. 21(7). 2008, pp. 951-961. [More] [Online version] [Bibtex] [RIS] [MODS]
• F.J. Martínez-Estudillo, C. Hervás-Martínez, P.A. Gutiérrez and A.C. Martínez-Estudillo. "Evolutionary Product-Unit Neural Networks Classifiers", Neurocomputing, Vol. 72(1-3). 2008, pp. 548-561. JCR (2008): 1.234 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 53/94, Q2). [More] [Online version] [Bibtex] [RIS] [MODS]
• D. Ortiz-Boyer, C. Hervás-Martínez and N. García-Pedrajas. "Robust confidence intervals applied to crossover operator for real-coded genetic algorithms", Soft Computing, Vol. 12(8). 2008, pp. 809-833. [More] [Online version] [Bibtex] [RIS] [MODS]
• 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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [Bibtex] [RIS] [MODS]

Year: 2007 (7)

• 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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [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] [Online version] [Bibtex] [RIS] [MODS]

Year: 2006 (5)

• 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] [Online version] [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] [Online version] [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] [Online version] [Bibtex] [RIS] [MODS]
• P.G. Espejo, C. Hervás-Martínez, S. Ventura and C. Romero. "Elección de Operadores Lógicos para la Inducción de Conocimiento Comprensible", Revista Iberoamericana de Inteligencia Artificial, Vol. 10(29). 2006, pp. 19-30. [More] [Online version] [Bibtex] [RIS] [MODS]
• G. Zurera-Cosano, R.M. Jimeno, R. Rodriguez-Pérez and C. Hervás-Martínez. "Performance of Response Surface model for prediction of Leuconostoc mesenteroides growth parameters under different experimental conditions", Food Control, Vol. 17. 2006, pp. 429-438. [More] [Online version] [Bibtex] [RIS] [MODS]

Year: 2005 (5)

• N. García, C. Hervás-Martínez and D. Ortiz-Boyer. "Cooperative coevolution of artificial neural network ensembles for pattern classification", IEEE Transactions on Evolutionary Computation, Vol. 9(3). 2005, pp. 271-302. [More] [Online version] [Bibtex] [RIS] [MODS]
• D. Ortiz-Boyer, C. Hervás-Martínez and N. García. "CIXL2: a crossover operator for evolutionary algorithms based on population features", Journal of Artificial Intelligence Research, Vol. 24. 2005, pp. 1-48. [More] [Online version] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez and D. Ortiz-Boyer. "Analyzing the statistical features of CIXL2 crossover offspring", Soft Computing, Vol. 9(4). 2005, pp. 270-279. [More] [Online version] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, A.C. Martínez-Estudillo, M. Silva and J.M. Serrano. "Improving the Quantification of Highly Overlapping Chromatographic Peaks by Using Product Unit Neural Networks Modeled by an Evolutionary Algorithm", Journal of Chemical Information and Modeling, Vol. 45(4). 2005, pp. 894-903. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Torres-Jiménez, C. Hervás-Martínez and F. Amador. "Approximating the sheep milk production curve through the use of artificial neural networks and genetic algorithms", Computers and Operations Research, Vol. 32(10). 2005, pp. 2653-2670. [More] [Online version] [Bibtex] [RIS] [MODS]

No year (1)

• J.-. Alvarez-Galvez, M.L. Rodero-Cosano, C. García-Alonso, J.A. Salinas-Pérez and L. Salvador-Carulla. "The impact of socio-economic status on self-rated health: study of 29 countries using European social surveys (2002–2008).", International journal of environmental research and public health, Vol. 10(3), pp. 747-761. [More] [Online version] [Bibtex] [RIS] [MODS]