Ensemble deep learning on large, mixed-site fMRI datasets in autism and other tasks. M Leming, JM Górriz, J. Suckling. International journal of neural systems 30 (07), 2050012.
World Scientific
University of Granada
Doctoral Dissertation: A bayesian approach to fatigue damage assessment in composite material
For the doctoral dissertation: “Metaheuristic models for decision support in the software construction process”
Asociación Española para la Inteligencia Artificial
Doctoral Dissertation: “Metaheuristic models for decision support in the software construction process”
University of Cordoba
V. López, A. Fernández, S. García, V. Palade, F. Herrera. “An Insight into Classification with Imbalanced Data: Empirical Results and Current Trends on Using Data Intrinsic Characteristics”. Information Sciences 250 (2013) 113-141
N. Bova, O. Ibañez, O. Cordón. “Image segmentation using Extended Topological Active Nets optimized by Scatter Search”. IEEE Computational Intelligence Magazine 8:1 (2013) 16-32.
“Forensic Identification by Craniofacial Superimposition using Soft Computing”. Author: PhD. Blanca Rosario Campomanes-Álvarez. Advisors: O. Cordón, S. Damas and O. Ibáñez
Doctoral Dissertation:”Sentiment Analysis in Spanish”
Sociedad Española para el Procesamiento del Lenguaje Natural
A New Consensus Model for Group Decision Making Problems with Non Homogeneous Experts. IEEE Transactions on Systems, Man, and Cybernetics: Systems 44:4 (2014) 494-498.
(IEEE Systems, Man, and Cybernetics Society)
Doctoral Dissertation: “New developments in craniofacial superimposition based on Soft Computing and Computer Vision”
Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2016)
Rosa M. Rodríguez, L. Martínez, F. Herrera. “Hesitant Fuzzy Linguistic Term Sets for Decision Making”. IEEE Transactions on Fuzzy Systems, Volume: 20 , Issue: 1 (Feb. 2012 ) 109-119.
F.J. Cabrerizo, S. Alonso, E. Herrera-Viedma. “A consensus model for group decision making problems with unbalanced fuzzy linguistic information” International Journal of Information Technology & Decision Making 8(1), pp. 109-131 (2009).
D. Salas, J.M. Górriz, J. Ramírez, F. Segovia. “Feature selection using factor analysis for Alzheimer’s diagnosis using 18F-FDG PET images”. Medical Physics, Vol. 37, No. 11, pp. 6084-6095, 2010.
J. Casillas, F.J. Martínez-López. “Mining uncertain data with multiobjective genetic fuzzy systems to be applied in consumer behaviour modelling”. Expert Systems with Applications 36:2 (2009) 1645-1659. ISSN 0957-4174. doi:10.1016/j.eswa.2007.11.035.
F. Herrera, E. Herrera-Viedma, Luis Martinez. “A fuzzy linguistic methodology to deal with unbalanced linguistic term sets” Transactions on Fuzzy Systems, vol. 16, n.2 (2008) 354-370
Alberto Fernández, M.J. del Jesús, F. Herrera . “Hierarchical Fuzzy Rule Based Classification System with Genetic Rule Selection for Imbalanced Datasets”. International Journal of Approximate Reasoning, Vol. 50, Issue 3 (2009), 561-577.
“Forensic Identification by Craniofacial Superimposition using Soft Computing”. Author: PhD Oscar Ibáñez. Advisors: O. Cordón y S. Damas.
O Cordón, s. Damas, O. Ibáñez, J. Santamaría, I. Alemán, M. Botella, F. Navarro “Forensic Identification System Using Craniofacial Superimposition Based on Guzzy Sets and Evolutionary Algorithms”.
“Metaheurísticas Multi-Objetivo para el equilibrado de líneas de montaje en automoción: optimización conjunta de tiempo y espacio”. Advisors: Rafael Alcalá and Francisco Herrera.
Meritxell Valentí Soler; Carmen Jiménez Mesa; Belén Frades Payo; Juan Eloy Arco Martín; María Ascensión Zea Sevilla; Andrés Ortiz García ; Marina Ávila Villanueva; Javier Ramírez Pérez de Inestrosa; Teodoro del Ser Quijano; Juan Manuel Gorriz Saez; Cristóbal Carnero Pardo. “Estudio piloto sobre la valoración automatizada del test del reloj con métodos de aprendizaje profundo”
Rafael Barbudo, Sebastián Ventura, José Raúl Romero. “AutoML para la composición de workflows diversos mediante programación genética gramatical”
Eva Gibaja, Amelia Zafra. “Estudio de estrategias basadas en vecinos para clasificación multi-instancia multi-etiqueta”
Francisco Aragón Royón, Elia Mercado Palomino, Aurelio Ureña Espa, José Manuel Benítez Sánchez. “Aplicación de técnicas de aprendizaje automático para el análisis de datos de acciones de juego en voleibol”
Juan Fernández-Olivares, Ignacio Vellido-Expósito, Luis Castillo. “Addressing HTN with Blind Depth First Search”
O. Gómez, P. Mesejo, O. Ibáñez, A. Valsecchi, A. Cerezo, J.M. Pérez, I. Alemán, O. Cordón. “Automatic segmentation of skeletal structures in X-ray images using deep learning for comparative radiography”
Gómez, O., Mesejo, P., Ibáñez, O., Valsecchi, A., Cerezo, A., Pérez, J.M., Alemań, I. and Cordón, O. “Automatic segmentation of skeletal structures in X-ray images using deep learning for comparative radiography”
Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, José Mario García Valdez, Sergio Rojas Galeano. “Scaling in Concurrent Evolutionary Algorithms”
Rio de Janeiro, Brazil, July 2018
MonuMAI: an app to increase the social value of Andalusian architectural heritage
“A multi-criteria model for selecting the most suitable classifier for supporting assistive technology adoption in people with dementia”
“Metaheurísticas constructivas para Car Sequencing Problem con Flotas de vehículos especiales”
“Smart Data: Filtrado de Ruido para Big Data”
“Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows”
Por el trabajo:
Javier Medina, Claire Orr, Shuai Zhang, Chris Nugent, Alberto Salguero, Macarena Espinilla. “Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows”
Por el trabajo:
Miguel Ángel Ortiz Barrios, Antanas Veikas, Chris Nugent, Mark Donnelly, Leo Galway, Macarena Espinilla, Ian Cleland. “A multi-criteria model for selecting the most suitable classifier for supporting assistive technology adoption in people with dementia”
Rafael Barbudo, José Raúl Romero, Sebastián Ventura. “Aprendizaje automático con programación genética gramatical para la detección de patrones de diseño”
Francisco Herrera, Álvaro Martínez-Sevilla, Siham Tabik, Rosana Montes, Alberto Castillo Lamas, Teresa Cruz Sánchez, José Policarpo Cruz. “MonuMAI: una app para incrementar el valor social del patrimonio-arquitectónico andaluz”
A.M. García-Vico, C.J. Carmona, P. González, M.J. del Jesus. “Una primera aproximación para la extracción de patrones emergentes en flujos continuos de datos”
International Fuzzy Systems Association
“Generation of new spaces for active entrepreneurship in the field of industrial design, digital communication and the development of a personal brand”
University of Jaen
Exploring new ways to support faculty research (Proyecto: SignNet: Towards democratizing content accessibility for the deaf by aligning multi-modal sign representations)
Asociación Española Para la Inteligencia Artificial (AEPIA)
International EDM Society
University of Granada
“Accessible and International Multimedia for ALFIN courses (PID53_201617)”
University of Jaén
IEEE Transactions on Evolutionary Computation. IEEE Computational Intelligence Society
“Application to the Projects for the Promotion of Entrepreneurial Culture 2018/2019”
University of Jaen
Granada City Council Award.
For his contributions to the area of “Genetic and Evolutionary Fuzzy Systems”
Spanish Society of Technologies and Fuzzy Logic (ESTYLF)
Organized by the Coimbra Group of Universities
Research Category
Engineering Area, University of Granada.
Awarded by the Junta de Andalucía.