PUBLICATIONS

Journals and Conference Papers

  • FPGA Placement lmprovement Using a Genetic Algorithm and the Routing Algorithm as a Cost Function.
    F.J. Veredas and E.J. Carmona.
    21st Euromicro Conference on Digital System Design, (DSD 2018), August 29-31, (2018), Prague (Czech Bepublic).
    [DOI]

  • Using Covariance Matrix Adaptation Evolution Strategies for solving different types of differential equations.
    J. M. Chaquet and E. J. Carmona.
    Soft Computing. Vol. 23 (5), pp. 1643–1666, (2019).
    QUALITY INDICES: (ISI Web of Science 2018) Impact Factor=2.78, 53/134 (Q2) (COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
    [DOI]

  • Automatic Design of Analog Electronic Circuits using Grammatical Evolution
    F. Castejón and E. J. Carmona.
    Applied Soft Computing. Vol. 62, pp. 1003-1018, (2018).
    QUALITY INDICES: (ISI Web of Science 2018) Impact Factor=4.87, 20/134 (Q1) (COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
    [DOI] [Video: (English), (español)]

  • Fast Detection of the Main Anatomical Structures in Digital Retinal Images based on Intra- and Inter-Structure Relational Knowledge.
    J. M. Molina-Casado, E. J. Carmona and Julián García-Feijoó.
    Computer Methods and Programs in Biomedicine. Vol. 149, pp. 55-68, (2017).
    QUALITY INDICES: (ISI Web of Science 2017) Impact Factor=2.67, 19/103 (Q1) (COMPUTER SCIENCE, THEORY & METHODS)
    [DOI]

  • Blood Vessel Segmentation in Retinal Images based on Local Binary Patterns and Evolutionary Neural Networks.
    A. Rodríguez-Jiménez and E. J. Carmona.
    Proceedingns of 2nd International Work-Conference on Bioinformatics and Biomedical Engineering, F. Ortuño and I. Rojas (eds.), Vol. II, pp. 941-949, Copicentro Editorial, (2014).
    2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBBIO 2014). April 7-9, (2014), Granada (Spain).
    ISBN: 978-84-15814-84-9

  • Automatic Design of Electronic Amplifiers using Grammatical Evolution.
    F. Castejón and E. J. Carmona.
    Actas de Multiconferencia CAEPIA-13, A. Alonso-Betanzos et al (eds.), pp. 703-712, (2013).
    IX Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2013). September 17-20, (2013), Madrid (Spain).
    ISBN: 978-84-695-8348-7

  • Pattern Detection in Images Using LBP-Based Relational Operators.
    J.M. Molina and E.J. Carmona .
    Natural and Artificial Computation in Engineering and Medical Applications, J.M. Ferrández et al (eds.), LNCS-7931, Springer-Verlag, pp. 11-20, (2013).
    5th International Work-conference on the Interplay between Natural and Artificial Computation, (IWINAC 2013), Jun 10-14, (2013), Mallorca, Balearic Islands (Spain).
    [DOI]

  • A Survey of Video Datasets for Human Action and Activity Recognition.
    J.M. Chaquet, E.J. Carmona and A. Fernández-Caballero.
    Computer Vision and Image Understanding. Vol. 117 (6), pp. 633-659, (2013).
    [DOI]

  • A Grid-based Genetic Algorithm for Multimodal Real Function Optimization.
    J.M. Chaquet and E.J. Carmona.
    IJCCI 2012. 4th International Joint Conference on Computational Intelligence, A. Rosa et al (eds.), ScitePress, pp. 158-163, (2012).
    4th International Conference on Evolutionary Computation Theory and Applications (ECTA 2012). 5-7 October, (2012), Barcelona (Spain).
    [DOI]

  • Using Genetic Algorithms to Improve the Thermodynamic Efficiency of Gas Turbines Designed by Traditional Methods.
    J.M. Chaquet and E.J. Carmona.
    Applied Soft Computing. Vol. 12 (11), pp. 3627–3635, (2012).
    [DOI]

  • Solving Differential Equations with Fourier Series and Evolution Strategies.
    J.M. Chaquet and E.J. Carmona.
    Applied Soft Computing.Vol. 12 (9), pp. 3051-3062, (2012).
    [DOI]

  • Localization and Segmentation of the Optic Nerve Head in Eye Fundus Images using Pyramid Representation and Genetic Algorithms.
    J.M. Molina and E.J. Carmona .
    Foundations on Natural and Artificial Computation, J.M. Ferrández et al (eds.), LNCS-6686, Springer-Verlag, pp. 431-440, (2011).
    4th International Work-conference on the Interplay between Natural and Artificial Computation, (IWINAC 2011), May 30-Jun 3, (2011), La Palma, Canary Islands (Spain).
    [DOI] [Image Database]

  • A Block-Based Model for Monitoring of Human Activity.
    E. Folgado, M. Rincon, E.J. Carmona and M. Bachiller.
    Neurocomputing, Vol. 74 (8), pp. 1283-1289, (2011).
    [DOI]

  • A Historical Perspective of Algorithmic Lateral Inhibition and Accumulative Computation in Computer Vision.
    A. Fernández-Caballero, M.T. López, E.J. Carmona and A.E. Delgado.
    Neurocomputing, Vol. 74 (8), pp. 1175-1181, (2011).
    [DOI]

  • Optimizing the Number of Airfoils in Turbine Design using Genetic Algorithms.
    J.M. Chaquet, E.J. Carmona and R. Corral.
    Trends in Applied Intelligent Systems, N. García-Pedraja et al. (eds.), LNAI-6098, Springer-Verlag, pp. 169-178, (2010).
    23th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2010), June 1-4, (2010), Córdoba (Spain):
    [DOI]

  • A Block-Based Human Model for Visual Surveillance.
    E. Folgado, M. Rincon, M. Bachiller and E.J. Carmona.
    Bioinspired Applications in Artificial and Natural Computation, J. Mira et al (eds.), LNCS-5602, Springer-Verlag, pp. 208-215, (2009).
    3rd International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2009), June 22-26, (2009), Santiago de Compostela (Spain).
    [DOI]

  • On the Effect of Feedback in Multilevel Representation Spaces for Visual Surveillance Tasks.
    E.J. Carmona, M. Rincón, M. Bachiller, J. Martínez-Cantos, R. Martínez-Tomás and J. Mira (2009).
    Neurocomputing, Vol. 72(4-6), pp. 916-927.
    [DOI]

  • Identification of the Optic Nerve Head with Genetic Algorithms.
    E.J. Carmona, M. Rincón, J. García-Feijoo and J. M. Martínez-de-la-Casa.
    Artificial Intelligence in Medicine, Vol. 43(3), pp. 243-259, (2008).
    [DOI] [Demos] [Image Database]

  • A New Video Segmentation Method of Mobile Objects Based on Blob-Level Knowledge.
    E.J. Carmona, J. Martínez-Cantos and J. Mira.
    Pattern Recognition Letters, Vol. 29(3), pp. 272-285, (2008).
    [DOI] [Demos]

  • Parametric Improvement of Lateral Interaction in Accumulative Computation in Motion-Based Segmentation.
    J. Martínez-Cantos, E.J. Carmona, A. Fernández-Caballero and M.T. López.
    Neurocomputing, Vol. 71(4-6), pp. 776-786, (2008).
    [DOI]

  • Segmentation of Moving Objects with Information Feedback Between Description Levels.
    M. Rincón, E.J. Carmona, M. Bachiller and E. Folgado.
    Nature Inspired Problem-Solving Methods in Knowledge Engineering, J. Mira and J.R. álvarez (eds.), LNCS-4528, Springer-Verlag, pp. 171-181, (2007).
    2nd International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2007), June 18-21, (2007), La Manga del Mar Menor (Spain).
    [DOI]

  • Posprocesamiento Morfológico Adaptativo basado en Algoritmos Genéticos y Orientado a la Detección Robusta de Humanos.
    E.J. Carmona, J. Martínez-Cantos and J. Mira.
    Una perspectiva de la Inteligencia Artificial en su 50 Aniversario, A.Fernández et al, (eds.), UCLM, pp. 249-261, (2006).
    Campus Multidisciplinary in Perception and Intelligence (CMPI-2006), July 10-14, (2006), Albacete (Spain).
    ISBN: 84-689-9561-4.

  • Una Arquitectura para la Mejora Paramétrica de la Interacción Lateral en Computación Acumulativa.
    J. Martínez-Cantos, E.J. Carmona, A. Fernández-Caballero and M.T. López.
    Una perspectiva de la Inteligencia Artificial en su 50 Aniversario, A.Fernández et al, (eds.), UCLM, pp. 262-273, (2006).
    Campus Multidisciplinary in Perception and Intelligence, (CMPI-2006), July 10-14, (2006), Albacete (Spain).
    ISBN: 84-689-9561-4.

  • Modelado e Implementación de un Sistema Híbrido de Ayuda al Diagnóstico de Glaucoma.
    E.J. Carmona.
    Thesis, UNED, (2003).

  • Desarrollo de un Sistema Automático de Discriminación del Campo Visual Glaucomatoso basado en un Clasificador Neurofuzzy.
    J.García-Feijoo, E.J. Carmona, L.M. Gallardo, M. González, A. Fernández, M. González de la Rosa, J. Mira, J. García-Sánchez.
    Archivos de la Sociedad Española de Oftalmología, Vol. 77, pp.669-676, (2002).
    [DOI]

  • Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma.
    E.J. Carmona, J. Mira, J.G. Feijoo and M.G. de la Rosa.
    Bio-inspired Applications of Connectionism, J. Mira and A. Prieto (eds.), LNCS-2085, Springer-Verlag, pp. 401-409, (2001).
    6th International Work Conference on Artificial and Natural Neural Networks (IWANN2001), June 13-15, (2001), Granada (Spain).
    [DOI]

Technical Reports

  • Tutorial sobre Máquinas de Vectores Soporte (SVM).
    E.J. Carmona.
    Universidad Nacional de Educación a Distancia (UNED) (2016).

Book Chapters and Books

  • Fundamentos de la Computación Evolutiva.
    E.J. Carmona, S. Fernández.
    Marcombo, Barcelona (Spain), 404pp, (2020).
    ISBN: 978-84-267-2755-8. [link]

  • Problemas de Estructuras de Datos y Algoritmos.
    R. Hernández, E.J. Carmona, R. Martínez and R. Pastor.
    Ed. Universitaria Ramón Areces, Madrid (Spain), 250pp, (2006).
    ISBN: 84-8004-723-2. [link]

  • Neuro-Fuzzy Nets in the Development of a Discrimination System for Glaucomatous Visual Fields.
    J. García-Feijoo, E.J. Carmona, J. Mira, M.G. de la Rosa, A. Fernández, C. Méndez, M. González and J. García-Sánchez.
    Focus On Glaucoma Research, S. M. Reece (Ed.), Nova Science Publishers, New York (USA), pp. 173-195, (2005).
    ISBN:1-59454-128-0. [link]

  • Prácticas de Electrónica Analógica Lineal.
    M. Rincón and E.J. Carmona.
    Ed. UNED,Madrid (Spain), 215 pp, (2004).
    ISBN: 84-362-5093-1. [link]

  • Problemas Resueltos de Física de Dispositivos Electrónicos.
    E.J. Carmona and J. Mira.
    Ed. UNED, Madrid (Spain), 392pp, (2000).
    ISBN: 84-362-4156-8 [link]

  • Mimetización por Telepresencia de un Laboratorio en Electrónica.
    E.J. Carmona and F. de la Paz.
    Conocimiento, Método y Tecnología de la Educación a Distancia, J. Mira (ed.), UNED, pp.189-196, (2000).
    Jornadas UNED, 28 Jun-1 Jul, (2000), Palencia (Spain).
    ISBN: 84-362-4164-9.

Posters

  • Application of a neurofuzzy system to the automatic interpretation of the visual field in glaucoma.
    J.G. Sánchez, J.G. Feijoo, E.J. Carmona, A.M.F. Vidal, C.D. Mendez, A. Castillo, J.M.B. del Castillo and J. Mira.
    Association for Research in Vision and Ophthalmology (ARVO-2004), 25-29 Abril (2004,) Florida (USA). [Abstract]

Patents

  • Procedimiento para describir el comportamiento geométrico de humanos en una escena captada por un sistema de visión artificial, basado en un modelo de bloques y, en especial, orientado a la tarea de video-vigilancia.
    M. Rincón, E. Folgado, E.J. Carmona and M. Bachiller.
    Request Number of Patent: Spain-P200603272, 27 Dic 2006.
    Entidad titular: UNED.

Last updated: 17-Dic-2019