Year: 2013 (10)

• M. Pérez-Ortiz, P.A. Gutiérrez, M. Cruz-Ramírez, J. Sánchez-Monedero and C. Hervás-Martínez. "Kernelizing the Proportional Odds Model through the Empirical Kernel Mapping". 12th International Work Conference on Artificial Neural Networks (IWANN2013). 12th-14th June. 2013. Tenerife, Spain. Lecture Notes on Computer Science (LNCS), vol. 7902. pp. 270-280. [More] [Online version] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, P.A. Gutiérrez and C. Hervás-Martínez. "Evolutionary ordinal extreme learning machine". 8th International Conference on Hybrid Artificial Intelligence Systems (HAIS2013). Pan, Jeng-Shyang, Polycarpou, MariosM., Woźniak, Michał, Carvalho, A.P. F., Quintián, Héctor, Corchado and Emilio eds. 11th-13th September. 2013. Salamanca (Spain). Lecture Notes in Computer Science (LNCS), vol. 8073. pp. 500-509. [More] [Online version] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, M. Pérez-Ortiz, J. Sánchez-Monedero and C. Hervás-Martínez. "Estudio comparativo de distintos métodos de umbral en regresión ordinal". IX Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2013). 17th-20th September. 2013. Madrid, Spain. pp. 872-881. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez and C. Hervás-Martínez. "Synthetic over-sampling in the empirical feature space". 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2013). 24th-25th April. 2013. Bruges, Belgium. pp. 385-390. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, J. Sánchez-Monedero and C. Hervás-Martínez. "Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment". 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2013). 24th-25th April. 2013. Bruges, Belgium. pp. 391-396. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez and C. Hervás-Martínez. "Borderline kernel based over-sampling". 8th International Conference on Hybrid Artificial Intelligence Systems (HAIS2013). 11th-13th September. 2013. Salamanca (Spain). Lecture Notes on Computer Science (LNCS), vol. 8073. pp. 472-481. [More] [Online version] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, P.A. Gutiérrez, M. Pérez-Ortiz and C. Hervás-Martínez. "A n-spheres based synthetic data generator for supervised classification". International Work Conference on Artificial Neural Networks (IWANN 2013). 12th-14th June. 2013. Tenerife, Spain. Lecture Notes in Computer Science, vol. 7902. pp. 613-621. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, R. Colmenarejo, J.C. Fernández and C. Hervás-Martínez. "Can machine learning techniques help to improve the Common Fisheries Policy?". International Work Conference on Artificial Neural Networks. 12-14 June. 2013. Puerto de la Cruz, Spain. Advances in Computational Intelligence, Part II, Lecture Notes in Computer Science, vol. 7903. pp. 278-286. [More] [Bibtex] [RIS] [MODS]
• P. Campoy-Muñoz, P.A. Gutiérrez and C. Hervás-Martínez. "Adressing Remitting Behavior Using an Ordinal Classification Approach". Natural and Artificial Computation in Engineering and Medical Applications (5th International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC 2013), Part II). J.M. Vicente, J.R. Sánchez, F. de la Paz López and F.J. Moreo eds. 10th-14th June. 2013. Mallorca, Spain. Lecture Notes in Computer Science, vol. 7931. pp. 326-335. [More] [Online version] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, M. Pérez-Ortiz, M. Cruz-Ramírez and P.A. Gutiérrez. "Asignación de órganos en trasplante hepático mediante regresión ordinal". Actas del VII Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA2013), XV Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2013). 17th-20th September. 2013. Madrid (Spain). pp. 1343-1352. [More] [Bibtex] [RIS] [MODS]

Year: 2012 (12)

• M. de la Paz Marín, P. Campoy-Muñoz and C. Hervás-Martínez. "Evolutionary Neural Network Classifiers for Monitoring Research, Development and Innovation Performance in European Union Member States". Methods For Decision Making In An Uncertain Environment (Proceedings of the XVII SIGEF Congress). J. Gil-Aluja and A. Terceño eds. June. 2012. World Scientific Proceedings Series on Computer Engineering and Information Science, vol. 6. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Dorado-Moreno, P.A. Gutiérrez and C. Hervás-Martínez. "Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions". 7th International Conference on Hybrid Artificial Intelligence Systems (HAIS2012). 2012. pp. 319–330. [More] [Online version] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, M. Pérez-Ortiz, F. Fernandez-Navarro, J. Sánchez-Monedero and C. Hervás-Martínez. "An Experimental Study of Different Ordinal Regression Methods and Measures". 7th International Conference on Hybrid Artificial Intelligence Systems (HAIS2012). 2012. pp. 296-307. [More] [Online version] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, H. Chen, P.A. Gutiérrez, C. Hervás-Martínez and X. Yao. "Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology". 7th International Conference on Hybrid Artificial Intelligence Systems (HAIS2012). 2012. pp. 308-318. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, C. Hervás-Martínez, J. Briceño and M. de la Mata. "An ensemble approach for ordinal threshold models applied to liver transplantation". 2012 International Joint Conference on Neural Networks (IJCNN). 2012. pp. 2795-2802. [More] [Online version] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, J. Sánchez-Monedero, C. Hervás-Martínez, M. Cruz-Ramírez, J.C. Fernández and F. Fernandez-Navarro. "Approaching system administration as a group project in computer engineering higher education". Third International Conference on EUropean Transnational Education (ICEUTE'12). 5-7 September. 2012. Ostrava, Czech Republic. Advances in Intelligent Systems and Computing, vol. 189. pp. 331-340. [More] [Bibtex] [RIS] [MODS]
• D. Becerra-Alonso, M. Carbonero-Ruz, F.J. Martínez-Estudillo and A.C. Martínez-Estudillo. "Evolutionary Extreme Learning Machine for Ordinal Regression". Proceedings of the 19th International Conference on Neural Information Processing (ICONIP 2012). T. Huang, Z. Zeng, C. Li and C.S. Leung eds. 2012. Lecture Notes In Computer Science, vol. 7665. pp. 217-227. [More] [Online version] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, J.C. Fernández, A. Valero, P.A. Gutiérrez and C. Hervás-Martínez. "Multiobjective Pareto Ordinal Classification for Predictive Microbiology". 7th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO'12). 5-7 September. 2012. Ostrava, Czech Republic. Advances in Intelligent Systems and Computing, vol. 188. pp. 153-162. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, L. García-Hernández, L. Salas-Morera, A. Arauzo-Azofra and C. Hervás-Martínez. "An ordinal regression approach for the Unequal Area Facility Layout Problem". Proceedings on the Int. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO'12). 2012. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, C. Hervás-Martínez, L. García-Hernández, L. Salas-Morera and A. Arauzo-Azofra. "Técnicas de clasificación ordinal aplicadas a un problema de distribución en planta". VIII congreso español sobre metaheurísticas, algoritmos evolutivos y bioinspirados. 2012. pp. 227-233. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, A. Arauzo-Azofra, C. Hervás-Martínez, L. García-Hernández and L. Salas-Morera. "A system learning user preferences for multiobjective optimization of facility layouts". Proceedings on the Int. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO'12). 2012. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, M. Cruz-Ramírez, J.C. Fernández and C. Hervás-Martínez. "Hybrid Multi-objective Machine Learning Classification in Liver Transplantation". 7th International Conference on Hybrid Artificial Intelligence Systems (HAIS2012). 28-30 March. 2012. Salamanca, Spain. Hybrid Artificial Intelligent Systems, Lecture Notes in Computer Science, vol. 7208. pp. 397-408. [More] [Bibtex] [RIS] [MODS]

Year: 2011 (19)

• J. Sánchez-Monedero, M. Carbonero-Ruz, D. Becerra-Alonso, F.J. Martínez-Estudillo, P.A. Gutiérrez and C. Hervás-Martínez. "Numerical variable reconstruction from ordinal categories based on probability distributions". 11th International Conference on Intelligent Systems Design andApplications (ISDA 2011). nov. 2011. pp. 1182-1187. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, C. Hervás-Martínez, J. Sánchez-Monedero and P.A. Gutiérrez. "A Preliminary Study of Ordinal Metrics to Guide a Multi-Objective Evolutionary Algorithm". 11th International Conference on Intelligent Systems Design andApplications (ISDA 2011). nov. 2011. pp. 1176-1181. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, S. Salcedo-Sanz, C. Hervás-Martínez, L. Carro-Calvo, J. Sánchez-Monedero and L. Prieto. "Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns". 11th International Conference on Intelligent Systems Design andApplications (ISDA 2011). nov. 2011. pp. 1265-1270. [More] [Bibtex] [RIS] [MODS]
• M. de la Paz Marín and C. García-Alonso. "Evaluation of R{&}D public policy in the European Union: an Expert Knowledge-based and two-stage DEA Approach". Proceedings of the 9th International Conference on Data Envelopment Analysis (DEA2011). August. 2011. University of Makedonia. [More] [Online version] [Bibtex] [RIS] [MODS]
• A. de Campos Ruíz, G. Pardo-Castellote, G. Napoli, F. Crespo-Sanchez and J. Sánchez-Monedero. "High-level Programming of DDS Systems". Workshop on Real-time, Embedded and Enterprise-Scale Time-Critical Systems. March. 2011. [More] [Online version] [Bibtex] [RIS] [MODS]
• F. García-Aranda, J. Sánchez-Monedero and J.M. López-Soler. "An extensible DDS-based monitoring and intrusion detection system". Workshop on Real-time, Embedded and Enterprise-Scale Time-Critical Systems. March. 2011. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez and C. Hervás-Martínez. "Hybrid Artificial Neural Networks: Models, Algorithms and Data". 11th international conference on Artificial neural networks IWANN'11. 2011. pp. 177-184. [More] [Bibtex] [RIS] [MODS]
• A. Castaño-Méndez, F. Fernandez-Navarro, P.A. Gutiérrez and C. Hervás-Martínez. "Combining Evolutionary Generalized Radial Basis Function and Logistic Regression Methods for Classification". 2011 International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO2011). S. Verlag ed. 2011. pp. 263-270. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, M. Baena-García, R. Morales-Bueno and C. Hervás-Martínez. "Permanent Disability Classification using Hybrid Neuro-Logistic Regression Models". 2011 IEEE Workshop on Hybrid Intelligent Models and Applications (IEEE Symposium Series on Computational Intelligence) (HIMA (SSCI)). 2011. pp. 46-53. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, C. García-Alonso, L.S. Carulla, J.A. Pérez and C. Hervás-Martínez. "Ordinal classification of depression spatial hot-spots of prevalence". 11th International Conference on Intelligent Systems Design andApplications (ISDA 2011). 2011. pp. 1170-1175. [More] [Bibtex] [RIS] [MODS]
• M.D. Redel-Macías, P.A. Gutiérrez, A. Cubero-Atienza and C. Hervás-Martínez. "Sound source identification in vehicles using a combined Linear-Evolutionary Product Unit Neural Network model". 2011 International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO11). Springer ed. 2011. pp. 379-386. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, C. Hervás-Martínez, P.A. Gutiérrez, J. Briceño and M. de la Mata. "Memetic Pareto Differential Evolutionary Neural Network for Donor-Recipient Matching in Liver Transplantation". 11th international conference on Artificial neural networks conference (IWANN'11). 2011. Advances in Computational Intelligence, vol. II. pp. 129-136. [More] [Bibtex] [RIS] [MODS]
• J. Briceño, M. Cruz-Ramírez, M. Prieto, M. Navasa, J. Ortiz, R. Orti, M.A. Gómez, A. Otero, S. Tome, E. Varo, G. Clemente, R. Bañares, R. Bárcena, V. Cuervas, G. Solórzano, C. Hervás-Martínez and M. de la Mata. "Donor-recipient matching in liver transplantation based on a rule-system built on a multiobjective artificial neural network". Congress of ILTS, ELITA, and LICAGE (ILTS2011). 2011. pp. S90-S91. [More] [Bibtex] [RIS] [MODS]
• J. Briceño, M. Cruz-Ramírez, M. Prieto, M. Navasa, J. Ortiz, R. Orti, M.A. Gómez, A. Otero, S. Tome, E. Varo, G. Clemente, R. Bañares, R. Bárcena, V. Cuervas, G. Solórzano, C. Hervás-Martínez and M. de la Mata. "Donor-recipient matching in liver transplantation based on a rule-system built on a multiobjective artificial neural network". 15th Congress of the European Society for Organ Transplantation (ESOT2011). 2011. pp. 110-110. [More] [Bibtex] [RIS] [MODS]
• J. Briceño, M. Cruz-Ramírez, M. Prieto, M. Navasa, J. Ortiz, R. Orti, M.A. Gómez, A. Otero, S. Tome, E. Varo, G. Clemente, R. Bañares, R. Bárcena, V. Cuervas, G. Solórzano, C. Hervás-Martínez and M. la Mata. "Donor-recipient matching in liver transplantation based on a rule-system built on a multiobjective artificial neural network". American Transplant Congress (ATC2011). 2011. pp. 423-423. [More] [Bibtex] [RIS] [MODS]
• J. Briceño, M. Cruz-Ramírez, M. Prieto, M. Navasa, J.O. Urbina, R. Ortiz, M.A. Gómez-Bravo, A. Otero, E. Varo, S. Tomé, G. Clemente, R.B. Nares, R. Bárcena, V. Cuervas-Mons, G. Solórzano, C. Vinaixa, A. Rubin, J. Colmenero, A. Valdivieso, C. Hervás-Martínez and M.D. Mata. "Aplicación de redes neuronales artificiales multiobjetivo en el emparejamiento donante-receptor en trasplante hepático". SETH2011 - congreso sociedad española de transplante hepático. 2011. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, J.C. Fernández, F. Fernandez-Navarro, J. Sánchez-Monedero and C. Hervás-Martínez. "Selecting the best Artificial Neural Network model from a Multi-Objective Differential Evolution Pareto front". Proceedings of the IEEE Symposium on Differential Evolution (SDE 2011). 11-15 April. 2011. Paris, France. pp. 96-103. [More] [Bibtex] [RIS] [MODS]
• M.D. Redel-Macías, F. Fernandez-Navarro, A.C. Atienza and C. Hervás-Martínez. "Identification of sound for Pass-by Noise test in vehicles using Generalized Gaussian Radial Basis Function Neural Networks". Proceedings of the 15th Online World Conference on Soft Computing in Industrial Applications (WSC15). 2011. pp. Online. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, J.C. Fernández, F. Fernandez-Navarro, J. Briceño, M. de la Mata and C. Hervás-Martínez. "Memetic Evolutionary Multi-Objective Neural Network Classifier to Predict Graft Survival in Liver Transplant Patients". Proceedings of the 13th annual conference companion on Genetic and evolutionary computation (GECCO2011). 12-16 July. 2011. Dublin, Ireland. pp. 479-486. [More] [Online version] [Bibtex] [RIS] [MODS]

Year: 2010 (17)

• J.M. Lopez-Vega, J. Povedano-Molina, J. Sánchez-Monedero and J.M. Lopez-Soler. "P}olíticas de QoS en una Plataforma de Trabajo Colaborativo sobre Middleware {DDS". XIII Jornadas de Tiempo Real. February. 2010. [More] [Bibtex] [RIS] [MODS]
• J. Povedano-Molina, J.M. Lopez-Vega, J. Sánchez-Monedero and J.M. Lopez-Soler. "Instant Messaging Based Interface for Data Distribution Service". XIII Jornadas de Tiempo Real. 2010. [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]
• 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] [Online version] [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]
• 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]
• 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]
• 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 (14)

• 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]
• 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]
• 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] [Online version] [Bibtex] [RIS] [MODS]
• E. Arenas-Arroyo, C. García-Alonso and G.M. Alcalá-Pérez. "Generating Artificial Macroeconomic Frameworks: An Expert-Driven Approach Based on Artificial Intelligence". Proceedings of the 23rd European Conference on Operational Research. 2009. pp. 226-226. [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, M. Torres-Jiménez and C. Hervás-Martínez. "Expert-Oriented Monte-Carlo DEA: Technical Efficiency Assessment of the Agrarian Sector". Proceedings of the 23rd European Conference on Operational Research. 2009. pp. 242-242. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, C. Hervás-Martínez, J.C. Fernández and F.L. Granados. "Hybrid multilogistic regression by means of evolutionary radial basis functions: application to precision agriculture". 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. 244-251. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, C. Hervás-Martínez, J.C. Fernández, J. Peña-Barragán, M.J. Expósito and F.L. Granados. "Hibridación de Algoritmos de Aprendizaje para Modelos Neurologísticos aplicados a la Clasificación de Cubiertas Vegetales". VI Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB09). 11-13 Febrero. 2009. Málaga, España. pp. 325-332. [More] [Bibtex] [RIS] [MODS]

Year: 2008 (5)

• J.M. Lopez-Vega, J. Sánchez-Monedero, J. Povedano-Molina and J.M. Lopez-Soler. "QoS Policies for Audio/Video Distribution Over DDS Middleware". Workshop on Distributed Object Computing for Real-time and Embedded Systems. July. 2008. [More] [Online version] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, J.M. Lopez-Soler, J. Povedano-Molina and J.M. Lopez-Vega. "An XML Based Approach to the Configuration and Deployment of DDS Applications". Workshop on Distributed Object Computing for Real-time and Embedded Systems, Washington, DC, USA. 2008. [More] [Online version] [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 (13)

• 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] [Online version] [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]
• 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]
• 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 (4)

• 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, 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]
• J. Sánchez-Monedero, L.M. Aganzo and S.V. Soto. "Implantación de LDAP como sistema de autenticación centralizada". Actas de las III Jornadas de Software Libre de la Universidad de Cádiz. Abril. 2006. pp. 31-42. [More] [Bibtex] [RIS] [MODS]

Year: 2005 (6)

• F.J. Martínez-Estudillo, C. Hervás-Martínez, A.C. Martínez-Estudillo and D.O. Boyer. "Memetic algorithms to product-unit neural networks for regresión". International Workshop on Artificial Neural Networks (IWANN05). 2005. Lecture Notes on Computer Science, vol. 3512. pp. 83-90. [More] [Bibtex] [RIS] [MODS]
• C. Hervás-Martínez, F.J. Martínez-Estudillo, P.A. Gutiérrez and A. Ruiz. "Regresión no lineal mediante la evolución de modelos híbridos de redes neuronales". IV Congreso Español sobre Metaheurísticas y Algoritmos Evolutivos y Bioinspirados (MAEB05). 2005. pp. 333-340. [More] [Bibtex] [RIS] [MODS]
• C. Romero, S. Ventura, C. Hervás-Martínez and P.G. Espejo. "Rule discovery in web-based educational systems using grammar-based genetic programming". VI International Conference on Data Mining (Data Mining05). 2005. pp. 205-214. [More] [Bibtex] [RIS] [MODS]
• R.D. Castillo, C. Hervás-Martínez, S. Ventura and D. Ortiz-Boyer. "Operadores de cruce por intervalo de confianza en problemas de modelado utilizando algoritmos genéticos con codificación real". X Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA03). 2005. pp. 163-172. [More] [Bibtex] [RIS] [MODS]
• D. Ortiz-Boyer, C. Hervás-Martínez, N. García and A.C. Martínez-Estudillo. "Influencia del operador de cruce en la optimización de funciones con restricciones usando métodos de penalización". IV Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados (MAEB05). 2005. pp. 405-412. [More] [Bibtex] [RIS] [MODS]
• P.G. Espejo, C. Hervás-Martínez and S. Ventura. "Influencia de la elección de operadores lógicos en la comprensibilidad del conocimiento inducido". III Taller de Minería de Datos y Aprendizaje (TAMIDA05). 2005. pp. 3-12. [More] [Bibtex] [RIS] [MODS]