• Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach 

      García-Ordás, María Teresa; Marcos del Blanco, David Yeregui; Aveleira Mata, Jose Antonio; Zayas-Gato, Francisco; Jove, Esteban; Casteleiro-Roca, José-Luis; Quintián, Héctor; Calvo-Rolle, José Luis; Alaiz Moretón, Héctor (Oxford University Press, 2024-05-09)
      [Abstract] Batteries are a fundamental storage component due to its various applications in mobility, renewable energies and consumer electronics among others. Regardless of the battery typology, one key variable from a ...
    • Comparative Analysis of Meteorological versus In Situ Variables in Ship Thermal Simulations 

      Arce Fariña, Elena; Suárez-García, Andrés; López-Vázquez, José-Antonio; Devesa-Rey, Rosa (MDPI, 2024-04)
      [Abstract] Thermal simulations have become increasingly popular in assessing energy efficiency and predicting thermal behaviors in various structures. Calibration of these simulations is essential for accurate predictions. ...
    • Comparative study of imputation algorithms applied to the prediction of student performance 

      Crespo Turrado, Concepción; Casteleiro-Roca, José-Luis; Sánchez Lasheras, Fernando; López-Vázquez, José-Antonio; De Cos Juez, Francisco Javier; Pérez Castelo, Francisco Javier; Calvo-Rolle, José Luis; Corchado, Emilio (Oxford University Press, 2019-12-27)
      [Abstract]: Student performance and its evaluation remain a serious challenge for education systems. Frequently, the recording and processing of students’ scores in a specific curriculum have several f laws for various ...
    • Data dimensionality reduction for an optimal switching mode classification applied to a step-down power converter 

      Fernández-Serantes, Luis-Alfonso; Casteleiro-Roca, José-Luis; Berger, Hubert; Simić, Dragan; Calvo-Rolle, José Luis (Oxford University Press, 2024)
      [Abstract] A dimensional reduction algorithm is applied to an intelligent classification model with the purpose of improving the efficiency and accuracy. The proposed classification model, used to distinguish the operating ...
    • Delving into Android Malware Families with a Novel Neural Projection Method 

      Vega-Vega, Rafael A.; Quintián, Héctor; Cambra, Carlos; Basurto, Nuño; Herrero, Alvaro; Calvo-Rolle, José Luis (Willey-Hindawi, 2019)
      [Abstract] Present research proposes the application of unsupervised and supervised machine-learning techniques to characterize Android malware families. More precisely, a novel unsupervised neural-projection method for ...
    • Design Sprint: Enhancing STEAM and Engineering Education Through Agile Prototyping and Testing Ideas 

      Arce Fariña, Elena; Suárez-García, Andrés; López-Vázquez, José-Antonio; Fernández-Ibáñez, Isabel (Elsevier, 2022-06)
      [Abstract] Creating project-based learning experiences in the classroom where students learn in a team to solve complex problems and to develop creative and critical thinking is a challenge. Design Sprint (DS) is an agile ...
    • Determination of Sr-90 in milk samples from the study of statistical results 

      Otero Pazos, Alberto; Calleja-García, Alfonso; Fernández-Ibáñez, Isabel; Rodríguez Gómez, Benigno Antonio; Piñón-Pazos, A.; Calvo-Rolle, José Luis (Vinča Institute of Nuclear Science, 2017)
      [Abstract] The determination of 90Sr in milk samples is the main objective of radiation monitoring laboratories because of its environmental importance. In this paper the concentration of activity of 39 milk samples was ...
    • Dynamic Malware Mitigation Strategies for IoT Networks: A Mathematical Epidemiology Approach 

      Casado Vara, Roberto; Severt-Silva, Marcos; Díaz-Longueira, Antonio; Martin del Rey, Ángel; Calvo-Rolle, José Luis (MDPI, 2024-01-12)
      [Abstract] With the progress and evolution of the IoT, which has resulted in a rise in both the number of devices and their applications, there is a growing number of malware attacks with higher complexity. Countering the ...
    • Editorial: Special issue HAIS20 

      de la Cal, Enrique A.; Villar, José R.; Quintián, Héctor; Corchado, Emilio (Oxford University Press, 2023-04)
    • Effect of phase-change materials on laboratory-made insoles: analysis of environmental conditions 

      Arce Fariña, Elena; Devesa-Rey, Rosa; Suárez-García, Andrés; González Peña, David; García-Fuente, Manuel (MDPI, 2022-10-07)
      [Abstract]: Thermal comfort is essential when wearing a postural-corrective garment. Discomfort of any kind may deter regular use and prolong user recovery time. The objective of this work is therefore to optimize a new ...
    • Effects of paraffin additives, as phase change materials, on the behavior of a traditional lime mortar 

      Feijoo, Jorge; Álvarez Feijoo, Miguel Ángel; Fort, Rafael; Arce Fariña, Elena; Ergenç, Duygu (Elsevier, 2022-12-26)
      [Abstract]: This study refers to the inclusion of phase change materials (PCMs) in porous building materials as an alternative means of improving their thermal behavior, assessing the changes caused in their physical-mechanical ...
    • Electromyogram prediction during anesthesia by using a hybrid intelligent model 

      Casteleiro-Roca, José-Luis; Gomes, Marco; Méndez Pérez, Juan Albino; Alaiz Moretón, Héctor; Meizoso-López, María-Carmen; Rodríguez Gómez, Benigno Antonio; Calvo-Rolle, José Luis (Springer Nature, 2019-08-23)
      [Abstract] In the search for new and more efficient ways to administer drugs, clinicians are turning to engineering tools. The availability of these models to predict physiological variables are a significant factor. A ...
    • Electrospun composite fibers containing organic phase change materials for thermo-regulation: Trends 

      Suárez-García, Andrés; Arce Fariña, Elena; Alford, Laura C.; Luhrs, Claudia (Elsevier, 2023-09-08)
      [Abstract]: Thermal management technologies that offer the capability of controlling a system’s temperature within a range are needed for a very large set of applications, from electronic circuitry to battery technologies, ...
    • Estudio, medida y mitigación de la concentración de radón en la Escuela Universitaria de Arquitectura Técnica de la Universidade da Coruña 

      Otero Pazos, Alberto; Fernández-Ibáñez, Isabel; Piñon-Pazos, A.; Calvo-Rolle, José Luis; Giz Novo, Jesús Manuel (CSIC, 2017-09-27)
      [Resumen] Se ha llevado a cabo un estudio de la concentración de gas radón en la Escuela Universitaria de Arquitectura Técnica de la Universidade da Coruña. Para ello se ha analizado la ubicación del edificio, el terreno ...
    • Exploring the Efficacy of Binary Surveys versus Likert Scales in Assessing Student Perspectives Using Bayesian Analysis 

      Suárez-García, Andrés; Álvarez-Hernández, María; Arce Fariña, Elena; Ribas, J.R. (MDPI, 2024-05)
      [Abstract] Likert-scale surveys are the undeniable protagonists of online evaluations. They ask the respondent to express their degree of agreement with a series of statements related to the development of a subject. In ...
    • Fuel cell hybrid model for predicting hydrogen inflow through energy demand 

      Casteleiro-Roca, José-Luis; Barragán, Antonio Javier; Segura Manzano, Francisca; Calvo-Rolle, José Luis; Andújar-Márquez, José Manuel (MDPI, 2019-11-10)
      [Abstract]: Hydrogen-based energy storage and generation is an increasingly used technology, especially in renewable systems because they are non-polluting devices. Fuel cells are complex nonlinear systems, so a good model ...
    • Gaining deep knowledge of Android malware families through dimensionality reduction techniques 

      Vega-Vega, Rafael A.; Quintián, Héctor; Calvo-Rolle, José Luis; Herrero, Alvaro; Corchado, Emilio (Oxford University Press, 2019-04)
      [Abstract] This research proposes the analysis and subsequent characterisation of Android malware families by means of low dimensional visualisations using dimensional reduction techniques. The well-known Malgenome data ...
    • Gasificación de biomasa 

      Casteleiro-Roca, José-Luis; Zayas-Gato, Francisco; Díaz-Longueira, Antonio; Timiraos, Míriam; Arcano-Bea, Paula; Quintián, Héctor; Jove, Esteban; Michelena, Álvaro; Calvo-Rolle, José Luis (Universidad de Guayaquil, 2023-12-23)
      [Resumen]: La gasificación de biomasa es un proceso termoquímico que convierte materia orgánica en un gas de síntesis, útil en calderas o motores. Este gas contiene monóxido de carbono, hidrógeno, dióxido de carbono, metano, ...
    • Gestión de la energía en sistemas renovables híbridos 

      Jove, Esteban; Díaz-Longueira, Antonio; Arcano-Bea, Paula; Timiraos, Míriam; Michelena, Álvaro; Zayas-Gato, Francisco; Quintián, Héctor; Casteleiro-Roca, José-Luis; Calvo-Rolle, José Luis (Universidad de Guayaquil, 2023-12-23)
      [Abstract]: Este documento se centra en el análisis de soluciones ante la necesidad de diseñar el sistema de alimentación de una instalación modular y móvil encargada de monitorizar la calidad del agua de un río. Esta ...
    • How Political Decisions Affect the Economy of a Sector: The Example of Photovoltaic Energy in Spain 

      Fernández-González, Raquel; Arce Fariña, Elena; Garza-Gil, Dolores (Elsevier, 2021-11)
      [Abstract] The economic crisis in Spain (2008–2012) led to a massive decrease in the feed-in tariff on photovoltaic solar energy production, which caused stagnation in the growth of this market. The objective of this paper ...