• A characterisation of reliability tools for Software Defined Networks 

      Lavado, Leticia; Panizo, Laura; Gallardo, María del Mar; Merino-Gomez, Pedro (2017)
      Software Defined Network (SDN) is a new paradigm in networking that introduces great flexibility, allowing the dynamic configuration of parts of the network through centralised programming. SDN has been successfully applied ...
    • A Genetic Algorithm for solving the Discrete Ordered Median Problem with Induced Order 

      Domínguez, Enrique (2017-07-18)
      The Discrete Ordered Median Problem with Induced Ordered (DOMP+IO) is a multi-facility version of the classical discrete ordered median problem (DOMP), which has been widely studied. Several exact methods have been ...
    • A Linda-based Platform for the Parallel Execution of Out-place Model Transformations 

      Burgueño, Loli; Wimmer, Manuel; Vallecillo-Moreno, Antonio Jesus (2017)
      Context: The performance and scalability of model transformations is gaining interest as industry is progressively adopting model-driven techniques and multicore computers are becoming commonplace. However, existing model ...
    • A Milestone-Driven Approach for Lab Assignments Evaluation in Information Security 

      Nuñez, David; Moyano, Francisco; Nieto, Ana; Ortega, Juan J.; Agudo-Ruiz, Isaac; [et al.] (2014-09-17)
      In this paper we describe a methodology for designing and evaluating lab assignments based on the fulfilment of milestones. The approach relies on the integration of ICTs with an automatic, milestone-based evaluation. The ...
    • A New Multi-Objective Approach for Molecular Docking Based on RMSD and Binding Energy 

      López-Camacho, Esteban; García Godoy, María Jesús; García-Nieto, José; Nebro-Urbaneja, Antonio Jesus; Aldana-Montes, Jose Francisco (2016-07-12)
      Ligand-protein docking is an optimization problem based on predicting the position of a ligand with the lowest binding energy in the active site of the receptor. Molecular docking problems are traditionally tackled with ...
    • A novel continual learning approach for competitive neural networks 

      Fernández Rodríguez, José David; Maza Quiroga, Rosa María; Palomo Ferrer, Esteban José; Ortiz-de-lazcano-Lobato, Juan Miguel; López-Rubio, Ezequiel (2022)
      Continual learning tries to address the stability-plasticity dilemma to avoid catastrophic forgetting when dealing with non-stationary distributions. Prior works focused on supervised or reinforcement learning, but few ...
    • A Novel Multiobjective Formulation of the Robust Software Project Scheduling Problem 

      Chicano, Francisco; Cervantes, Alejandro; Luna, Francisco; Recio, Gustavo (2014-10-07)
      The Software Project Scheduling (SPS) problem refers to the distribution of tasks during a software project lifetime. Software development involves managing human resources and a total budget in an optimal way for a ...
    • A parallel evolutionary algorithm for prioritized pairwise testing of software product lines 

      Lopez-Herrejon, Roberto E.; Ferrer, Javier; Chicano, Francisco; Haslinger, Evelyn Nicole; Eyed, Alexander; [et al.] (2014-10-07)
      Software Product Lines (SPLs) are families of related software systems, which provide different feature combinations. Different SPL testing approaches have been proposed. However, despite the extensive and successful use ...
    • A people-oriented paradigm for smart cities 

      Pérez-Vereda, Alejandro; Canal-Velasco, Jose Carlos (2017-05-04)
      Most works in the literature agree on considering the Internet of Things (IoT) as the base technology to collect information related to smart cities. This information is usually offered as open data for its analysis, and ...
    • A Service for Flexible Management and Analysis of Heterogeneous Clinical Data 

      García-Nieto, José; Navas-Delgado, Ismael; Hurtado, Sandro (Springer, 2022-06-08)
      Este documento describe FIMED 2.0, un servicio para la gestión flexible y análisis de datos clínicos heterogéneos. Esta herramienta de software permite la gestión flexible de datos clínicos de múltiples ensayos, lo que ...
    • A Simulation Tool for tccp Programs 

      Gallardo, María del Mar; Lavado, Leticia; Panizo, Laura (2017-07-24)
      The Timed Concurrent Constraint Language tccp is a declarative synchronous concurrent language, particularly suitable for modelling reactive systems. In tccp, agents communicate and synchronise through a global constraint ...
    • A spatially-structured PCG method for content diversity in a Physics-based simulation game 

      Lara-Cabrera, Raúl; Gutiérrez-Alcoba, Alejandro; Fernández-Leiva, Antonio José (2016-01-18)
      This paper presents a spatially-structured evolutionary algorithm (EA) to procedurally generate game maps of di ferent levels of di ficulty to be solved, in Gravityvolve!, a physics-based simulation videogame that we have ...
    • A Study of the Combination of Variation Operators in the NSGA-II Algorithm 

      Nebro-Urbaneja, Antonio Jesus; Durillo, Juan J.; Machín, Mirialys; Coello Coello, Carlos A.; Dorronsoro, Bernabé (Springer, 2013)
      Multi-objective evolutionary algorithms rely on the use of variation operators as their basic mechanism to carry out the evolutionary process. These operators are usually fixed and applied in the same way during algorithm ...
    • A Study on Multimemetic Estimation of Distribution Algorithms 

      Nogueras, Rafael; Cotta, Carlos (2014-09-23)
      Multimemetic algorithms (MMAs) are memetic algorithms in which memes (interpreted as non-genetic expressions of problem solving strategies) are explicitly represented and evolved alongside genotypes. This process is ...
    • Abordando los distintos niveles de colaboración entre dispositivos en entornos IoT 

      Flores-Martín, Daniel; Canal-Velasco, Jose Carlos; Berrocal, Javier; Murillo, Juan Manuel (2019-09-11)
      Hoy en día, hay millones de dispositivos conectados a Internet. Esto es lo que conocemos como Internet de las Cosas. La integración de estos dispositivos inteligentes con los protocolos de la Web de las Cosas los hace más ...
    • Accelerating 3D printing for surface wettability research 

      Fernández Rodríguez, Jose David; De Coninck, Joël (2016-11-02)
      The wettability of a surface is affected by its physical and chemical properties, but it can be modulated by patterning it. Researchers use many different techniques for surface patterning, each one with different trade-offs ...
    • Addressing the 5G cell switch-off problem with a multi-objective cellular genetic algorithm 

      Luna, Francisco; Luque-Baena, Rafael Marcos; Martínez, Jesús; Padilla, Pablo; Valenzuela-Valdés, Juan Francisco (2018-07-16)
      The power consumption foreseen for 5G networks is expected to be substantially greater than that of 4G systems, mainly because of the ultra-dense deployments required to meet the upcoming traffic demands. This paper deals ...
    • Un Algoritmo Evolutivo para la Reducción de Tiempos de Viaje y Emisiones Utilizando Paneles LED 

      Stolfi, Daniel H.; Alba-Torres, Enrique (2015-02-09)
      En este trabajo proponemos la arquitectura Yellow Swarm dedicada a la reducción de los tiempos de viaje del tráfico rodado mediante la utilización de una serie de paneles LED con el fin de sugerir diferentes cambios de ...
    • An empirical study of power consumption of Web-based communications in mobile phones 

      Ayala, Inmaculada; Fuentes-Fernández, Lidia; Muñoz, Daniel; Amor-Pinilla, Maria Mercedes (IEEE Computer Society, 2017)
      Currently, mobile devices are the most popular pervasive computing device, and they are becoming the primer way for Web access. Energy is a critical resource in such pervasive computing devices, being network communication ...
    • An Evolutionary Algorithm to Generate Real Urban Traffic Flows 

      Stolfi, Daniel H.; Alba-Torres, Enrique (Springer International Publishing, 2015)
      In this article we present a strategy based on an evolutionary algorithm to calculate the real vehicle ows in cities according to data from sensors placed in the streets. We have worked with a map imported from OpenStreetMap ...