• Construct, Merge, Solve and Adapt for Taxi Sharing 

      Ben-Smida, Houssem Eddine; Chicano, Francisco; Krichen, Saoussen (2019-07-22)
      Taxis are a quick and reliable mean of transportation, especially in those cities where the public transportation system is very inefficient. However, taxis rarely travel with full capacity, and its impact on traffic ...
    • Construyendo Perfiles Virtuales Mediante el Procesamiento de Eventos Complejos 

      Berrocal, Javier; Boubeta-Puig, Juan; Canal-Velasco, Jose Carlos; García-Alonso, José; Murillo, Juan M.; [et al.] (2016-07-01)
      A medida que se incrementa el nímero de dispositivos inteligentes, el esfuerzo requerido para adaptarlos a las necesidades de cada usuario también crece. Asimismo, el proceso de adaptación de un dispositivo al contexto de ...
    • Content Based Image Retrieval by Convolutional Neural Networks 

      Hamreras, Safa; Benitez-Rochel, Rafaela; Boucheham, Bachir; Molina-Cabello, Miguel A.; López-Rubio, Ezequiel (2019-06-07)
      In this paper, we present a Convolutional Neural Network (CNN) for feature extraction in Content based Image Retrieval (CBIR). The proposed CNN aims at reducing the semantic gap between low level and high-level features. ...
    • Context-aware Assessment Using QR-codes 

      Conejo, Ricardo; Perez de la Cruz, Jose Luis; Barros-Blanco, Beatriz; Galvez, Jaime; Garcia-Viñas, Juan Ignacio (SAGE, 2013)
      In this paper we present the implementation of a general mechanism to deliver tests based on mobile devices and matrix codes. The system is an extension of Siette, and has not been specifically developed for any subject ...
    • Coordinación de casos prácticos en asignaturas del área de conocimiento “Gestión de la Información” según modelo curricular de informática de la ACM/IEEE 2013 

      García-Nieto, José; Navas-Delgado, Ismael; Roldán-García, María del Mar; Nebro, Antonio J.; Gómez López, María Teresa; [et al.] (2017-07-04)
      Este artículo presenta el estado de desarrollo y resultados preliminares del proyecto de innovación docente de la Universidad de Málaga (PIE15-183): Coor-dinación de casos prácticos en asignaturas del área de conocimiento ...
    • Coordinación de Dispositivos IoT mediante Web Semántica y Ontologías en Situational-Context 

      Flores-Martín, Daniel; Pérez-Vereda, Alejandro; Berrocal, Javier; Canal-Velasco, Jose Carlos; Murillo, Juan Manuel (2019-06-19)
      El ritmo al que crece Internet de las Cosas (IoT) es imparable. Existen multitud de fabricantes que desarrollan dispositivos IoT, siguiendo sus propias especificaciones y sin atender a un estándar que todavía no existe ...
    • The Current Status of Social Risks on Educational Systems. An Analysis Through Social Media 

      Pelaez-Sanchez, Jose Ignacio; Vaccaro Witt, Gustavo Fabian; Cabrera Lara, Francisco Elias (L. Gómez Chova, A. López Martínez, I. Candel Torres. IATED Academy, 2018-11)
      Social Risk in education such as bullying, are usually invisible to teachers and parents, at all educational levels. However, these risks remain a reality everywhere in the world, turning into a problem that is rapidly ...
    • Deep Learning networks with p-norm loss layers for spatial resolution enhancement of 3D medical images 

      Thurnhofer-Hemsi, Karl; López-Rubio, Ezequiel; Roé-Vellvé, Núria; Molina-Cabello, Miguel A. (2019-06-19)
      Nowadays, obtaining high-quality magnetic resonance (MR) images is a complex problem due to several acquisition factors, but is crucial in order to perform good diagnostics. The enhancement of the resolution is a typical ...
    • Deep Learning to Analyze RNA-Seq Gene Expression Data 

      Urda, Daniel; Montes-Torres, Julio; Moreno, Fernando; Franco, Leonardo; Jerez-Aragonés, José Manuel (Springer, 2017)
      Deep learning models are currently being applied in several areas with great success. However, their application for the analysis of high-throughput sequencing data remains a challenge for the research community due to ...
    • Deep learning-based anomalous object detection system powered by microcontroller for PTZ cameras 

      Benito Picazo, Jesús; Domínguez-Merino, Enrique; Palomo, Esteban J.; López-Rubio, Ezequiel; Ortiz-de-lazcano-Lobato, Juan Miguel (IEEE, 2018)
      Automatic video surveillance systems are usually designed to detect anomalous objects being present in a scene or behaving dangerously. In order to perform adequately, they must incorporate models able to achieve accurate ...
    • Desarrollo de un Bot Evolutivo Interactivo para Unreal Tournament 2004 

      Jiménez, José L.; Fernández-Leiva, Antonio J.; Mora, Antonio M. (2015-02-09)
      En este trabajo se ha implementado un algoritmo genético interactivo en un bot para el juego Unreal Tournament 2004, utilizando como base un bot que se definió anteriormente modelando el conocimiento de un jugador experto. ...
    • Desarrollo de un semáforo inteligente basado en comunicaciones seguras 

      Montenegro-Gómez, Manuel; Agudo-Ruiz, Isaac (Universidad de Zaragoza, 2019)
      En los nuevos paradigmas de movilidad surgidos durante los últimos años y en aquellos aún por llegar ha quedado patente la necesidad de modernizar la infraestructura viaria y los elementos de señalización y gestión del ...
    • Descomposición en landscapes elementales del problema de diseño de redes de radio con aplicaciones 

      Chicano, Francisco; Arito, Franco; Alba-Torres, Enrique (2015-02-10)
      En este trabajo se presenta la descomposición en landscapes elementales de un problema de optimización combinatoria: el problema de Diseño de Redes de Radio. La teoría de landscapes provee un marco formal en el cual un ...
    • Dos estrategias de búsqueda anytime basadas en programación lineal entera para resolver el problema de selección de requisitos 

      Chicano, Francisco; Domínguez, Miguel Ángel; Del Águila, Isabel María; Del Sagrado, José; Alba-Torres, Enrique (2016-09-19)
      El problema de selección de requisitos (o Next Release Problem, NRP) consiste en seleccionar el subconjunto de requisitos que se va a desarrollar en la siguiente versión de una aplicación software. Esta selección se debe ...
    • Dynamically programmable virtual profiles as a service 

      Pérez-Vereda, Alejandro; Canal-Velasco, Jose Carlos (2019-06-17)
      Many devices in our daily environments are being connected to the network, building what has been called the Web of Things. Although these things offer a web interface to interact with, this interaction must be performed ...
    • Dynastic potential crossover operator 

      Chicano, Francisco (2019-10-28)
      An optimal recombination operator provides an optimal solution fulfilling the gene transmission property: the value of any variable in the offspring must be inherited from one of the parents. In the case of binary variables, ...
    • Efficient Hill Climber for Constrained Pseudo-Boolean Optimization Problems 

      Chicano, Francisco; Whitley, Darrell; Tinós, Renato (2016-09-09)
      Efficient hill climbers have been recently proposed for single- and multi-objective pseudo-Boolean optimization problems. For $k$-bounded pseudo-Boolean functions where each variable appears in at most a constant number ...
    • Efficient identification of improving moves in a ball for Pseudo-Boolean problems 

      Chicano, Francisco; Darrell, Whitley; Andrew M., Sutton (2014-06-27)
      Hill climbing algorithms are at the core of many approaches to solve optimization problems. Such algorithms usually require the complete enumeration of a neighborhood of the current solution. In the case of problems defined ...
    • Elementary Landscape Decomposition of the Hamiltonian Path Optimization Problem 

      Whitley, Darrell; Chicano, Francisco (2014-04-04)
      There exist local search landscapes where the evaluation function is an eigenfunction of the graph Laplacian that corresponds to the neighborhood structure of the search space. Problems that dis- play this structure are ...
    • Elementary Landscape Decomposition of the Test Suite Minimization Problem 

      Chicano, Francisco; Ferrer, Javier; Alba-Torres, Enrique (2015-09-07)
      Landscape theory provides a formal framework in which combinatorial optimization problems can be theoretically characterized as a sum of a special kind of landscape called elementary landscape. The decomposition of the ...