Year: 2016 (1)

• M. Pérez-Ortiz, A. Saez, J. Sánchez-Monedero, P.A. Gutiérrez and C. Hervás-Martínez. "Tackling the ordinal and imbalance nature of a melanoma image classification problem". IEEE International Joint Conference on Neural Networks (IJCNN2016). 24th-29th July. 2016. Vancouver, BC, Canada. pp. 2156-2163. [More] [Bibtex] [RIS] [MODS]

Year: 2015 (24)

• D. Urzagasti, D. Becerra-Alonso, L.M. Pérez, H.L. Mancini and D. Laroze. "Hyper-chaotic Magnetisation Dynamics of Two Interacting Dipoles", Journal of Low Temperature Physics, Vol. 181(5), December, 2015, pp. 211–222. JCR(2015): 0.787 Position: 120/145 (Q4) Category: PHYSICS, APPLIED. [More] [Bibtex] [RIS] [MODS]
• M. Pérez-Ortiz, P.A. Gutiérrez, C. Hervás-Martínez and X. Yao. "Graph-Based Approaches for Over-sampling in the context of Ordinal Regression", IEEE Transactions on Knowledge and Data Engineering, Vol. 27(5), May, 2015, pp. 1233-1245. JCR(2015): 2.476 Position: 17/143 (Q1) Category: COMPUTER SCIENCE, INFORMATION SYSTEMS. [More] [Bibtex] [RIS] [MODS]
• A. Nikolaou, P.A. Gutiérrez, A.M. Durán-Rosal, I. Dicaire, F. Fernandez-Navarro and C. Hervás-Martínez. "Detection of early warning signals in paleoclimate data using a genetic time series segmentation algorithm", Climate Dynamics, Vol. 44(7--8), April, 2015, pp. 1919-1933. JCR (2015): 4.708 Position: 8/84 (Q1) Category: METEOROLOGY & ATMOSPHERIC SCIENCES. [More] [Bibtex] [RIS] [MODS]
• F. Tang, P. Tino, P.A. Gutiérrez and H. Chen. "The Benefits of Modelling Slack Variables in SVMs", Neural Computation, Vol. 27(4), April, 2015, pp. 954-981. JCR (2015): 1.626 Position: 57/130 (Q2) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE. [More] [Bibtex] [RIS] [MODS]
• M. de la Paz Marín, P.A. Gutiérrez and C. Hervás-Martínez. "Classification of countries' progress toward a knowledge economy based on machine learning classification techniques", Expert Systems with Applications, Vol. 42(1), January, 2015, pp. 562-572. JCR(2015): 2.981 Position: 6/82 (Q1) Category: OPERATIONS RESEARCH & MANAGEMENT SCIENCE. [More] [Bibtex] [RIS] [MODS]
• J.A. Salinas-Pérez, M.L. Rodero-Cosano, C. García-Alonso and L. Salvador-Carulla. "Applying an Evolutionary Algorithm for the Analysis of Mental Disorders in Macro-urban Areas: The Case of Barcelona.", Spatial Economic Analysis, Vol. 10(3). 2015, pp. 270-288. JCR(2015): 0.818 Position: 177/345 (Q3) Category: ECONOMICS. [More] [Bibtex] [RIS] [MODS]
• M. Torres-Jiménez, C. García-Alonso, J. Sánchez-Monedero, S. Millán-Lara and C. Hervás-Martínez. "Logistic evolutionary product-unit neural network classifier: the case of agrarian efficiency", Progress in Artificial Intelligence, Vol. 4(3--4). 2015, pp. 59-67. [More] [Bibtex] [RIS] [MODS]
• M. Torres-Jiménez, C. Hervás-Martínez, C. García-Alonso and S. Millán. "Evolutionary product unit logistic regression: The case of agrarian efficiency". Conferencia de la Asociación Española para la Inteligencia Articial (CAEPIA 2015). 2015. pp. 92-102. [More] [Bibtex] [RIS] [MODS]
• M. Torres-Jiménez, C. Garcia, A.L. Salvador and V. Fernández. "Evaluation of system efficiency using the Monte-Carlo DEA: The case of small health areas", European Journal of Operational Research, Vol. 242. 2015, pp. 525–535. JCR(2015): 2.679 Position: 7/83 (Q1) Category: OPERATIONS RESEARCH & MANAGEMENT SCIENCE. [More] [Bibtex] [RIS] [MODS]
• P. Gomez-Rey, E. Barbera-Gregori and F. Fernandez-Navarro. "Operalizionalizing the capability approach in online learning". ICERI 2015: 8th annual International Conference of Education, Research and Innovation. 2015. pp. 8200–8207. [More] [Bibtex] [RIS] [MODS]
• 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]