• LTMaker: a tool for semiautomatic reconstruction of the embryonic lineage tree from 4D-microscopy 

      Vico-Vela, Francisco Jose; Lobo Fernández, Daniel; Gómez, Antonio; Burrezo García, Salvador; Fernández Rodríguez, Jose David; [et al.] (2013-12-03)
      Studies of animal development using a 4Dmicroscopy system generate an immense amount of image data. In order to properly analyze the recorded embryogenesis, a computer-aided systematic process of categorization of ...
    • Machine and Human Observable Differences in Groups’ Collaborative Problem-Solving Behaviours 

      Cukurova, Mutlu; Luckin, Rose; Mavrikis, Manolis; Millan-Valldeperas, Eva (2019-10-18)
      This paper contributes to our understanding of how to design learning analytics to capture and analyse collaborative problem-solving (CPS) in practice-based learning activities. Most research in learning analytics focuses ...
    • Machine learning models to search relevant genetic signatures in clinical context 

      Urda, Daniel; Luque-Baena, Rafael; Franco, Leonardo; Sánchez-Maroño, Noelia; Jerez-Aragonés, José Manuel (2017-06-26)
      Clinicians are interested in the estimation of robust and relevant genetic signatures from gene sequencing data. Many machine learning approaches have been proposed trying to address well-known issues of this complex ...
    • Managing Uncertain Complex Events in Web of Things Applications 

      Moreno, Nathalie; Fernández-Bertoa, Manuel; Barquero, Gala; Burgueño, Loli; Troya, Javier; [et al.] (2018-05-31)
      A critical issue in the Web of Things (WoT) is the need to process and analyze the interactions of Web-interconnected real-world objects. Complex Event Processing (CEP) is a powerful technology for analyzing streams of ...
    • Máster INFTEL: Transición de la universidad a la empresa en el campo de las comunicaciones móviles 

      Morales-Bueno, Rafael; Cantalejo-Garcia, Francisco; Morales-Becerra, Carlos R.; Araujo-Yaselli, Marian (2014-07-22)
      Las actividades de los estudiantes en la universidad tienen características claramente diferentes a las actividades en una empresa. Al pasar el estudiante de un lugar al otro necesita un periodo de adaptación. Reducir ese ...
    • Math Oracles: A New Way of Designing Efficient Self-Adaptive Algorithms 

      Luque-Polo, Gabriel Jesús; Alba-Torres, Enrique (ACM Press, 2013)
      In this paper we present a new general methodology to develop self-adaptive methods at a low computational cost. Instead of going purely ad-hoc we de ne several simple steps to include theoretical models as additional ...
    • Measuring Procedural Knowledge in Problem Solving Environments with Item Response Theory 

      Hernando, Manuel; Guzmán, Eduardo; Conejo, Ricardo (Springer, 2013)
      In this paper, a new data-driven model to measure procedural knowledge is described. The model is based on Item Response Theory. The main idea behind this new model is to establish an analogy between the testing and the ...
    • Measuring the Quality of Machine Learning and Optimization Frameworks 

      Villalobos, Ignacio; Ferrer, Javier; Alba, Enrique (2018-11-26)
      Software frameworks are daily and extensively used in research, both for fundamental studies and applications. Researchers usually trust in the quality of these frameworks without any evidence that they are correctly build, ...
    • Mecanismos de reconfiguración eco-eficiente de código en aplicaciones móviles Android 

      Canete, Angel; Horcas, José M.; Fuentes-Fernández, Lidia (2018-10-03)
      Los dispositivos móviles ofrecen cada vez mayores prestaciones a costa de un mayor consumo energético. La energía consumida por un móvil no sólo depende de las aplicaciones en sí, sino también de las interacciones del ...
    • Mejora de la Empatía y de Competencias Transversales a través de la Revisión por Pares 

      Pastrana Brincones, José Luis (2016-06-10)
      Este trabajo presenta un caso de estudio que muestra cómo la revisión por pares entre iguales puede ser usada para el desarrollo de la empatía. La experiencia ha sido llevada a cabo durante los 2 últimos años con una ...
    • Melanoma expression analysis with Big Data technologies 

      Fernandez-Rovira, Alicia; Lavado-Valenzuela, Rocio; Berciano-Guerrero, Miguel Angel; Navas-Delgado, Ismael; Aldana-Montes, Jose Francisco (PeerJ, 2017-09-26)
      Melanoma is a highly immunogenic tumor. Therefore, in recent years physicians have incorporated drugs that alter the immune system into their therapeutic arsenal against this disease, revolutionizing in the treatment of ...
    • MELOMICS: Contributions of computer science and biology to receptive music therapy 

      Vico-Vela, Francisco Jose; Sánchez-Quintana, Carlos Alberto; Albarracín-Molina, David (2014-01-07)
      It is surprising the fact that while the personalized medicine model is more and more accepted, receptive music therapy is still applied collectively. Although, in some hospitals the subject (patient or health-medical ...
    • Metaheurísticas híbridas para el problema del apagado de celdas en redes 5G 

      Zapata Cano, Pablo Helio; Mora García, Antonio; Luna-Valero, Francisco; Padilla-de-la-Torre, Pablo; Valenzuela-Valdés, Juan Francisco (2018-10-30)
      La densificación masiva de estaciones base (BS) es una de las tecnologías facilitadoras bien reconocidas por la literatura para el desarrollo de la quinta generación de redes de telecomunicaciones (5G). Su implementación, ...
    • Metaheurísticas para Smart Mobility: Reducción de Emisiones y Consumo de Carburantes en el Tráfico Urbano 

      García-Nieto, José; Alba-Torres, Enrique (2013-07-17)
      Hoy en día, la mejora del tráfico vehicular supone una labor ineludible en nuestras ciudades a la hora de mitigar problemas como la excesiva emisión de gases contaminantes y el consumo no sostenible de carburantes. El ...
    • Migrants Selection and Replacement in Distributed Evolutionary Algorithms for Dynamic Optimization 

      Bravo, Yesnier; Luque-Polo, Gabriel Jesús; Alba-Torres, Enrique (Springer, 2013)
      Many distributed systems (task scheduling, moving priorities, changing mobile environments, ...) can be linked as Dynamic Optimization Problems (DOPs), since they require to pursue an optimal value that changes over time. ...
    • Minería de datos educativos para la predicción personalizada del rendimiento académico 

      Del Campo-Ávila, José; Ramos-Jimenez, Gonzalo Pascual; Morales-Bueno, Rafael; Baena-García, Manuel (2018-03-22)
      La Minería de Datos Educativos (Educational Data Mining - EDM) está adquiriendo gran importancia como un nuevo campo de investigación interdisciplinario relacionado con algunas otras áreas. Está directamente relacionado ...
    • Mobile just-in-time training application for emergency healthcare 

      Vico-Vela, Francisco Jose; Sánchez Canteli, Vicente; Lobo Fernández, Daniel; Fernández Rodríguez, Jose David; Bandera, César; [et al.] (2013-12-04)
      While the applications of just-in-time training are more and more spread, the ubiquitous mobile technology has not found practical uses of this training strategy. As an original example of services for healthcare, we ...
    • Model Driven Evolution of an Agent-Based Home Energy Management System 

      Ayala, Inmaculada; Amor-Pinilla, Maria Mercedes; Horcas, José-Miguel; Fuentes-Fernández, Lidia (2018-10-17)
      Advanced smart home appliances and new models of energy tariffs imposed by energy providers pose new challenges in the automation of home energy management. Users need some assistant tool that helps them to make complex ...
    • Model-Based Adaptation of Software Communicating via FIFO Buffers 

      Canal-Velasco, Jose Carlos; Salaün, Gwen (2015-04-10)
      Software Adaptation is a non-intrusive solution for composing black-box components or services (peers) whose individual functionality is as required for the new system, but that present interface mismatch, which leads to ...
    • Modelando la Variabilidad de Características Complejas en Líneas de Productos Software 

      Horcas, José-Miguel; Pinto Alarcón, Mónica; Fuentes-Fernández, Lidia (2019-09-10)
      A pesar de la gran cantidad de trabajos y de herramientas existentes en el ámbito de las Líneas de Productos Software, muchos dominios de aplicación actuales como la ingeniería web no pueden verse beneficiados del uso ...