Year: 2017 (18)

• F. de Borja Martín-Garrido. "Una aproximación a la relación entre los estilos de pensamiento y el grado de adaptación de los expatriados". Carlos R. García Alonso, Charles Vance, Emilio Morales. 2017. [More] [Bibtex] [RIS] [MODS]
• P. Gomez-Rey. "Quality evaluation in education: two measurement instruments for virtual learning environments". Elena Barberà Gregori. Francisco Fernández Navarro. 2017. [More] [Bibtex] [RIS] [MODS]
• R. Cruz, K. Fernandes, J.F. Costa, M. Pérez-Ortiz and J.S. Cardoso. "Ordinal Class Imbalance with Ranking". Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017). 2017. Lecture Notes in Computer Science, vol. 10255. pp. 3-12. [More] [Bibtex] [RIS] [MODS]
• R. Cruz, K. Fernandes, J.F. Costa, M. Pérez-Ortiz and J.S. Cardoso. "Combining Ranking with Traditional Methods for Ordinal Class Imbalance". International Work Conference on Artificial Neural Networks (IWANN2017). 2017. Lecture Notes in Computer Science, vol. 10306. pp. 538-548. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, K. Fernandes, R. Cruz, J.S. Cardoso, J. Briceño and C. Hervás-Martínez. "Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation". IWANN 2017. 2017. Lecture Notes in Computer Science, vol. 10306. pp. 525-537. [More] [Bibtex] [RIS] [MODS]
• M. Dorado-Moreno, M. Pérez-Ortiz, P.A. Gutiérrez, R. Ciria, J. Briceño and C. Hervás-Martínez. "Dynamically weighted Evolutionary Ordinal Neural Network for solving an Imbalanced Liver Transplantation Problem", Artificial Intelligence in Medicine, Vol. 77. 2017, pp. 1-11. JCR(2017): 2.879 Position: 31/132 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• M. Carbonero-Ruz, F.J. Martínez-Estudillo, F. Fernandez-Navarro, D. Becerra-Alonso and A.C. Martínez-Estudillo. "A two dimensional accuracy-based measure for classification performance", Information Sciences, Vol. 382-383. 2017, pp. 60-80. JCR(2017): 4.305 Position: 12/148 (Q1) Category: COMPUTER SCIENCE, INFORMATION SYSTEMS. [More] [Bibtex] [RIS] [MODS]
• F. Fernandez-Navarro, M. Carbonero-Ruz, D. Becerra-Alonso and M. Torres-Jiménez. "Global sensitivity estimates for neural network classifiers", IEEE Transactions on Neural Networks and Learning Systems, Vol. 28(11). 2017, pp. 2592-2604. JCR(2017): 7.982 Position: 6/133 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• J. Sánchez-Monedero, M. Pérez-Ortiz, A. Sáez, P.A. Gutiérrez and C. Hervás-Martínez. "Advanced feature extraction and machine learning models to melanoma and Breslow index detection". 8th IMIBIC Young Investigators Meeting. 30-31th May. 2017. Córdoba, Spain. pp. 131. [More] [Bibtex] [RIS] [MODS]
• J. Camacho-Cañamón, M.V. Guiote-Moreno, A.M. Santos-Bueno, E. Rodríguez-Cáceres, E. Carmona-Asenjo, J.A. Vallejo-Casas, P.A. Gutiérrez and C. Hervás-Martínez. "Image classification of synaptic dopamine transporters 123I-Ioflupane by machine learning techniques". 8th IMIBIC Young Investigators Meeting. 30-31th May. 2017. Córdoba, Spain. pp. 88. [More] [Bibtex] [RIS] [MODS]
• J. Camacho-Cañamón, M.V. Guiote, A.M. Bueno, E. Rodríguez-Cáceres, E.C. Asenjo, J.A. Casas, P.A. Gutiérrez and C. Hervás-Martínez. "Image classification of synaptic dopamine transporters 123I-Ioflupane by machine learning techniques". Proceedings of the 2017 Annual Congress of the European Association of Nuclear Medicine (EANM17). 21st-25th October. 2017. Vienna, Austria. European Journal of Nuclear Medicine and Molecular Imaging, vol. 44. pp. S285-S286. [More] [Bibtex] [RIS] [MODS]
• J. Camacho-Cañamón, V.G. Moreno, A.S. Bueno, E. Rodríguez-Cáceres, E.C. Asenjo, J.A. Casas, P.A. Gutiérrez and C. Hervás-Martínez. "Clasificación de imágenes de transportadores sinápticos de dopamina con 123I-Ioflupano mediante técnicas de aprendizaje automático". 36.º Congreso de la Sociedad Española de Medicina Nuclear e Imagen Molecular. 24th-26th October. 2017. Palma de Mallorca (Spain). Revista Española de Medicina Nuclear e Imagen Molecular, vol. Sup 1. pp. 5. [More] [Bibtex] [RIS] [MODS]
• J. Camacho-Cañamón, M.J. Carreira, P.A. Gutiérrez and R. Iglesias-Rey. "Estimating rodent brain volume by a deformable contour model". Annual Conference on Medical Image Understanding and Analysis ( MIUA 2017). 11th-13th July. 2017. Edinburgh, United Kingdom. Communications in Computer and Information Science (CCIS), vol. 723. pp. 686-697. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, M. Pérez-Ortiz and A. Suárez. "Class switching ensembles for ordinal regression". 14th International Work-Conference on Artificial and Natural Neural Networks (IWANN2017). 14th-16th June. 2017. Cádiz, Spain. Lecture Notes in Computer Science (LNCS), vol. 10305. pp. 408-419. [More] [Bibtex] [RIS] [MODS]
• F.J. Maestre-García, C. García-Martínez, M. Pérez-Ortiz and P.A. Gutiérrez. "An iterated greedy algorithm for improving the generation of synthetic patterns in imbalanced learning". 14th International Work-Conference on Artificial and Natural Neural Networks (IWANN2017). 14th-16th June. 2017. Cádiz, Spain. Lecture Notes in Computer Science (LNCS), vol. 10305. pp. 513-524. [More] [Bibtex] [RIS] [MODS]
• A.M. Durán-Rosal, P.A. Gutiérrez, F.J. Martínez-Estudillo and C. Hervás-Martínez. "Multiobjective time series segmentation by improving clustering quality and reducing approximation error". Proceeding of the Metaheuristics International Conference (MIC 2017) and the XII Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2017) Conference. 4th-7th June. 2017. Barcelona. pp. 920-922. [More] [Bibtex] [RIS] [MODS]
• A.M. Durán-Rosal, D. Guijo-Rubio, P.A. Gutiérrez, S. Salcedo-Sanz and C. Hervás-Martínez. "A coral reef optimization algorithm for wave height time series segmentation problems". 14th International Work-Conference on Artificial and Natural Neural Networks (IWANN2017). 14th-16th June. 2017. Cádiz (Spain). Lecture Notes in Computer Science (LNCS), vol. 10305. pp. 673-684. [More] [Bibtex] [RIS] [MODS]
• M. Dorado-Moreno, L. Cornejo-Bueno, P.A. Gutiérrez, L. Prieto, S. Salcedo-Sanz and C. Hervás-Martínez. "Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction". 14th International Work-Conference on Artificial and Natural Neural Networks (IWANN2017). 14th-16th June. 2017. Cádiz, Spain. Lecture Notes in Computer Science (LNCS), vol. 10305. pp. 708-719. [More] [Bibtex] [RIS] [MODS]

Year: 2016 (7)

• M. Pérez-Ortiz, P.A. Gutiérrez, M. Carbonero-Ruz and C. Hervás-Martínez. "Semi-Supervised Learning For Ordinal Kernel Discriminant Analysis", Neural Networks, Vol. 84, December, 2016, pp. 57-66. JCR(2016): 5.287 Position: 10/133 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• D. Guijo-Rubio, A.M. Durán-Rosal, P.A. Gutiérrez and C. Hervás-Martínez. "Clustering de Series Temporales basado en la Extracción de Tipologías de Segmentos". UCOPress ed. 2016. pp. 201-204. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, P. Tino and C. Hervás-Martínez. "Oversampling the minority class in the feature space", IEEE Transactions on Neural Networks and Learning Systems, Vol. 27(9), September, 2016, pp. 1947-1961. JCR(2016): 6.108 Position: 3/104 (Q1) Category: COMPUTER SCIENCE, THEORY & METHODS. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, S. Jiménez-Fernández, P.A. Gutiérrez, E. Alexandre, C. Hervás-Martínez and S. Salcedo-Sanz. "A review of classification problems and algorithms in renewable energy applications", Energies, Vol. 9(8), August, 2016, pp. 607. JCR(2016): 2.262 Position: 45/92 (Q2) Category: ENERGY & FUELS. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez and S. García. "Current prospects on ordinal and monotonic classification", Progress in Artificial Intelligence, Vol. 5(3), August, 2016, pp. 171-179. [More] [Bibtex] [RIS] [MODS]
• A.M. Durán-Rosal, C. Hervás-Martínez, A.J. Tallón-Ballesteros, A.C. Martínez-Estudillo and S. Salcedo-Sanz. "Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks", Ocean Engineering, Vol. 117, May, 2016, pp. 292 - 301. JCR(2016): 1.894 Position: 2/14 (Q1) Category: ENGINEERING, MARINE. [More] [Bibtex] [RIS] [MODS]
• P.A. Gutiérrez, M. Pérez-Ortiz, J. Sánchez-Monedero, F. Fernandez-Navarro and C. Hervás-Martínez. "Ordinal regression methods: survey and experimental study", IEEE Transactions on Knowledge and Data Engineering, Vol. 28(1), January, 2016, pp. 127-146. JCR(2016): 3.438 Position: 21/146 (Q1) Category: COMPUTER SCIENCE, INFORMATION SYSTEMS. [More] [Bibtex] [RIS] [MODS]