• Big Data Optimization: Framework Algorítmico para el análisis de Datos guiado por Semántica 

      Barba Gonzalez, Critobal; Aldana-Montes, Jose Francisco; García-Nieto, José (2018-11-05)
      En las últimas décadas el aumento de fuentes de información en diferentes campos de la sociedad desde la salud hasta las redes sociales, ha puesto de manifiesto la necesidad de nuevas técnicas para su análisis, lo que se ...
    • Biomimetic Engineering 

      Vico-Vela, Francisco Jose (International Society for Horticultural Science, 2008)
      Humankind is a privileged animal species for many reasons. A remarkable one is its ability to conceive and manufacture objects. Human industry is indeed leading the various winning strategies (along with language and ...
    • Capping methods for the automatic configuration of optimization algorithms 

      de Souza, Marcelo; Ritt, Marcus; Lopez Ibañez Infante, Manuel (Elsevier, 2022-03)
      Automatic configuration techniques are widely and successfully used to find good parameter settings for optimization algorithms. Configuration is costly, because it is necessary to evaluate many configurations on different ...
    • Classifying resilience approaches for protecting smart grids against cyber threats 

      Syrmakesis, Andrew D.; Alcaraz Tello, María Cristina; Hatziargyriou, Nikos D. (Springer, 2022-05-06)
      Smart grids (SG) draw the attention of cyber attackers due to their vulnerabilities, which are caused by the usage of heterogeneous communication technologies and their distributed nature. While preventing or detecting ...
    • Combining multiple granularity variability in a software product line approach for web engineering 

      Horcas Aguilera, José Miguel; Cortiñas, Alejandro; Fuentes-Fernández, Lidia; Luaces, Miguel-R (Elsevier, 2022-08)
      Context: Web engineering involves managing a high diversity of artifacts implemented in different languages and with different levels of granularity. Technological companies usually implement variable artifacts of Software ...
    • Data driven tools to assess the location of photovoltaic facilities in urban areas 

      Rodríguez-Gómez, Francisco; Del-Campo-Avila, Jose; Ferrer Cuesta, Marta; Mora-López, Llanos (Elsevier, 2022-10-01)
      Urban sustainability is a significant factor in combating climate change. Replacing polluting by renewable energies is fundamental to reduce the emission of greenhouse gases. Photovoltaic (PV) facilities harnessing solar ...
    • Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices 

      Morell Martínez, José Ángel; Alba, Enrique (Elsevier, 2022)
      The number of devices, from smartphones to IoT hardware, interconnected via the Internet is growing all the time. These devices produce a large amount of data that cannot be analyzed in any data center or stored in the ...
    • Efficient anytime algorithms to solve the bi-objective Next Release Problem 

      Domínguez-Ríos, Miguel Ángel; Chicano, Francisco; Alba-Torres, Enrique; del Águila, Isabel; del Sagrado, José (2019-06-27)
      The Next Release Problem consists in selecting a subset of requirements to develop in the next release of a software product. The selection should be done in a way that maximizes the satisfaction of the stakeholders while ...
    • Elementary landscape decomposition of the 0-1 unconstrained quadratic optimization 

      Chicano, Francisco; Alba-Torres, Enrique (2014-10-01)
      Landscapes’ theory provides a formal framework in which combinatorial optimization problems can be theoretically characterized as a sum of an especial kind of landscape called elementary landscape. The elementary landscape ...
    • Elementary landscape decomposition of the frequency assignment problem 

      Chicano, Francisco; Whitley, L. Darrell; Alba-Torres, Enrique; Luna, Francisco (2014-09-30)
      The Frequency Assignment Problem (FAP) is an important problem that arises in the design of radio networks, when a channel has to be assigned to each transceiver of the network. This problem is a generalization of the graph ...
    • Embryomorphic Engineering: Emergent innovation through evolutionary development 

      Doursat, René; Sánchez Quintana, Carlos Alberto; Dordea, Razvan; Fourquet, David; Kowaliw, Taras (2014-01-07)
      Embryomorphic Engineering, a particular instance of Morpho-genetic Engineering, takes its inspiration directly from biological development to create new hardware, software or network architectures by decentralized ...
    • Emergent diversity in an open-ended evolving virtual community 

      Fernández Rodríguez, Jose David; Lobo Fernández, Daniel; Martín Reyes, Gema María; Doursat, René; Vico-Vela, Francisco Jose (MIT Press, 2012)
      Understanding the dynamics of biodiversity has become an important line of research in theoretical ecology and, in particular, conservation biology. However, studying the evolution of ecological communities under ...
    • Empirical analysis of the tool support for software product lines 

      Horcas Aguilera, José Miguel; Pinto-Alarcon, Monica; Fuentes-Fernández, Lidia (Springer, 2022-06-08)
      For the last ten years, software product line (SPL) tool developers have been facing the implementation of different variability requirements and the support of SPL engineering activities demanded by emergent domains. ...
    • Ensemble ellipse fitting by spatial median consensus 

      Thurnhofer Hemsi, Karl; López-Rubio, Ezequiel; Blazquez-Parra, Elidia Beatriz; Ladrón de Guevara Muñoz, Carmen; De Cózar Macías, Óscar David (2021)
      Ellipses are among the most frequently used geometric models in visual pattern recognition and digital image analysis. This work aims to combine the outputs of an ensemble of ellipse fitting methods, so that the deleterious ...
    • Ensemble methods for meningitis aetiology diagnosis 

      Guzman-de-los-Riscos, Eduardo Francisco; Belmonte, María-Victoria; Lelis, Viviane M. (Wiley, 2022-03-18)
      In this work, we explore data-driven techniques for the fast and early diagnosis concerning the etiological origin of meningitis, more specifically with regard to differentiating between viral and bacterial meningitis. We ...
    • Estimación del estado de salud de la batería de iones de litio basada en características con redes neuronales artificiales 

      Driscoll, Lewis; De la Torre, Sebastián; Gomez-Ruiz, Jose Antonio (Elsevier, 2022-06)
      Precise online lithium-ion battery state of health estimation is critical for the correct operation and management of battery-based energy storage systems such as microgrids and electric vehicles. However, in such applications ...
    • Evolution of form and function in a model of differentiated multicellular organisms with gene regulatory networks 

      Lobo Fernández, Daniel; Vico-Vela, Francisco Jose (Elsevier, 2010)
      The emergence of novelties, as a generator of diversity, in the form and function of the organisms have long puzzled biologists. The study of the developmental process and the anatomical properties of an organism provides ...
    • Evolutionary algorithms for the multi-objective test data generation problem 

      Ferrer, Javier; Chicano, Francisco; Alba-Torres, Enrique (2014-10-03)
      Automatic test data generation is a very popular domain in the field of search-based software engineering. Traditionally, the main goal has been to maximize coverage. However, other objectives can be defined, such as the ...
    • Evolutionary development of tensegrity structures 

      Lobo Fernández, Daniel; Vico-Vela, Francisco Jose (Elsevier, 2010)
      Contributions from the emerging fields of molecular genetics and evo-devo (evolutionary developmental biology) are greatly benefiting the field of evolutionary computation, initiating a promise of renewal in the traditional ...
    • Exact computation of the expectation surfaces for uniform crossover along with bit-flip mutation 

      Chicano, Francisco; Whitley, L. Darrell; Alba-Torres, Enrique (2014-09-29)
      Uniform crossover and bit-flip mutation are two popular operators used in genetic algorithms to generate new solutions in an iteration of the algorithm when the solutions are represented by binary strings. We use the Walsh ...