Year: 2015 (15)

• P. Gómez-Rey, E. Barbera-Gregori and F. Fernandez-Navarro. "Measuring quality in online programs using learners' perceptions". ICDE 2015: The 26th ICDE World Conference. 2015. [More] [Bibtex] [RIS] [MODS]

• F. Fernandez-Navarro, A. Riccardi and S. Carloni. "Ordinal Regression by a Generalized Force-Based Model", IEEE Transaction on Cybernetics, Vol. 45(4). 2015, pp. 844-857. JCR(2015): 4.943 Position: 6/130 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• E. Rodero, A. González, M. Dorado-Moreno, M. Luque and C. Hervás-Martínez. "Classification of goat genetic resources using morphological traits. Comparison of machine learning techniques with linear discriminant analysis", Livestock Science. 2015. JCR(2015): 1.293 Position: 17/58 (Q2) Category: AGRICULTURE, DAIRY & ANIMAL SCIENCE. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, J.M. Peña, P.A. Gutiérrez, J. Torres-Sánchez, C. Hervás-Martínez and F. López-Granados. "A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method", Applied Soft Computing, Vol. 37. 2015, pp. 533-544. JCR(2015): 2.857 Position: 16/104 (Q1) Category: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS. [More] [Bibtex] [RIS] [MODS]
• J.C. Fernández, S. Salcedo-Sanz, P.A. Gutiérrez, E. Alexandre and C. Hervás-Martínez. "Significant wave height and energy flux range forecast with machine learning classifiers", Engineering Applications of Artificial Intelligence, Vol. 43. 2015, pp. 44-53. JCR(2015): 2.368 Position: 32/130 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, M. Cruz-Ramírez, J. Sánchez-Monedero and C. Hervás-Martínez. "Kernelising the Proportional Odds Model through Kernel Learning techniques", Neurocomputing, Vol. 126. 2015, pp. 23-33. JCR(2015): 2.392 Position: 31/130 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• D. Urzagasti, D. Becerra-Alonso, L.M. Pérez, H.L. Mancini and D. Laroze. "Hyper-Chaotic and Chaotic Synchronisation of Two Interacting Dipoles". Proceedings of the 3rd Dynamics Days, Springer Proceedings in Physics. 3-7 November 2014. 2015. South America, Valparaiso. pp. 261-272. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz. "Exploiting decomposition methods, kernel algorithms and over-sampling techniques for ordinal regression". C. Hervás-Martínez, P. A. Gutiérrez. 2015. [More] [Bibtex] [RIS] [MODS]
• M.J. Vázquez, M. Torres-Jiménez and P. Caldentey-del-Pozo. Capabilities on the Move: Mobility and Aspirations.. H.D. 2015) ed. 2015. [More] [Bibtex] [RIS] [MODS]
• P. Gómez-Rey, F. Fernandez-Navarro and E. Barbera-Gregori. "Characterising the success factors on distance education using the Hofstede Cultural Framework". Edulearn 2015: 7th annual International Conference on Education and New Learning Technologies. Julio. 2015. pp. 1201–1210. [More] [Bibtex] [RIS] [MODS]
• M. Dorado-Moreno, P.A. Gutiérrez, J. Sánchez-Monedero and C. Hervás-Martínez. "Overcoming the linearity of Ordinal Logistic Regression adding non-linear covariates from Evolutionary Hybrid Neural Network models". 16th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2015). 09th-12th November. 2015. Albacete (Spain). Lecture Notes in Computer Science (LNCS), vol. 9422. pp. 301-311. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, J.C. Fernández, M. Pérez-Ortiz, L. Cornejo-Bueno, E. Alexandre-Cortizo, S. Salcedo-Sanz and C. Hervás-Martínez. "Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model". 13th International Work-Conference on Artificial Neural Networks (IWANN 2015). 10th-12th June. 2015. Palma de Mallorca (Spain). Lecture Notes in Computer Science (LNCS), vol. 9095. pp. 92-102. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, J.M. Peña, J. Torres-Sánchez, C. Hervás-Martínez and F.L. Granados. "An experimental comparison for the identification of weeds in sunflower crops via unmanned aerial vehicles and object-based analysis". 13th International Work-Conference on Artificial Neural Networks (IWANN 2015). 10th-12th June. 2015. Palma de Mallorca (Spain). Lecture Notes in Computer Science, vol. 9094. pp. 252-262. [More] [Bibtex] [RIS] [MODS]
• A.M. Durán-Rosal, M. de la Paz Marín, P.A. Gutiérrez and C. Hervás-Martínez. "Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series". 13th International Work-Conference on Artificial Neural Networks (IWANN 2015). 10th-12th June. 2015. Palma de Mallorca (Spain). Lecture Notes in Computer Science, vol. 9095. pp. 69-79. [More] [Bibtex] [RIS] [MODS]
• M. Dorado-Moreno, P.A. Gutiérrez, J. Sánchez-Monedero and C. Hervás-Martínez. "Nonlinear Ordinal Logistic Regression using covariates obtained by Radial Basis Function neural networks models". 13th International Work-Conference on Artificial Neural Networks (IWANN 2015). 10th-12th June. 2015. Palma de Mallorca (Spain). Lecture Notes in Computer Science (LNCS), vol. 9095. pp. 80-91. [More] [Bibtex] [RIS] [MODS]

Year: 2014 (10)

• P.A. Gutiérrez, P. Tino and C. Hervás-Martínez. "Ordinal regression neural networks based on concentric hyperspheres", Neural Networks, Vol. 59, November, 2014, pp. 51-60. JCR(2014): 2.708 Position: 18/123 (Q1) Category: ENGINEERING, MULTIDISCIPLINARY. [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, P. Campoy-Muñoz, P.A. Gutiérrez and C. Hervás-Martínez. "A guided data projection technique for classification of sovereign ratings: the case of European Union 27", Applied Soft Computing, Vol. 22, September, 2014, pp. 339-350. JCR(2014): 2.810 Position: 17/123 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, S. Salcedo-Sanz, P.A. Gutiérrez, C.C. Mateo and C. Hervás-Martínez. "Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal-ordinal support vector classifier", Engineering Applications of Artificial Intelligence, Vol. 34, September, 2014, pp. 199-207. JCR(2014): 2.207 Position: 12/83 (Q1) Category: ENGINEERING, MULTIDISCIPLINARY. [More] [Bibtex] [RIS] [MODS]
• M. Salazar-Ordóñez, M. Rodríguez-Entrena and D. Becerra-Alonso. "Willingness to purchase Genetically Modified food: an analysis applying artificial Neural Networks". Proceedings of the EAAI 2014 Congress ‘Agri-Food and Rural Innovations for Healthier Societies’. August. 2014. Ljubljana, Slovenia. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, M. de la Paz Marín, P.A. Gutiérrez and C. Hervás-Martínez. "Classification of EU countries' progress towards sustainable development based on ordinal regression techniques", Knowledge-Based Systems, Vol. 66, August, 2014, pp. 178-189. JCR(2014): 2.947 Position: 16/123 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• P. Campoy-Muñoz, P.A. Gutiérrez and C. Hervás-Martínez. "Addressing remitting behavior using an ordinal classification approach", Expert Systems With Applications, Vol. 41(10), August, 2014, pp. 4752-4761. JCR(2014): 2.240 Position: 12/81 (Q1) Category: OPERATIONS RESEARCH & MANAGEMENT SCIENCE. [More] [Bibtex] [RIS] [MODS]
• C. García-Alonso, L.M. Pèrez-Naranjo and J.C. Fernández. "Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms", Annals of Operations Research, Vol. 219(1), August, 2014, pp. 187-202. JCR (2014): 1.217 Position: 38/81 (Q2) Category: OPERATIONS RESEARCH AND MANAGEMENT SCIENCE. [More] [Bibtex] [RIS] [MODS]
• E. Corchado, A. Abraham, P.A. Gutiérrez, J.M. Benitez and S. Ventura. "Special issue: Advances in learning schemes for function approximation", Neurocomputing, Vol. 135, July, 2014, pp. 1-2. JCR(2014): 2.083 Position: 36/123 (Q2) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• M. Cruz-Ramírez, C. Hervás-Martínez, J. Sánchez-Monedero and P.A. Gutiérrez. "Metrics to guide a multi-objective evolutionary algorithm for ordinal classification", Neurocomputing, Vol. 135, July, 2014, pp. 21-31. JCR(2014): 2.083 Position: 36/123 (Q2) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• L. García-Hernández, M. Pérez-Ortiz, A. Araúzo-Azofra, L. Salas-Morera and C. Hervás-Martínez. "An Evolutionary Neural System for incorporating Human Expert Knowledge into the UA-FLP", Neurocomputing, Vol. 135, July, 2014, pp. 69-78. JCR(2014): 2.083 Position: 36/124 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]