• Cálculo de flujo óptico denso en colonoscopia mediante aprendizaje no supervisado 

      Gonzalo, Ivan; Morlana, Javier; Martínez Montiel, José María (Universidade da Coruña. Servizo de Publicacións, 2023)
      [Resumen] La colonoscopia es la técnica de referencia en la detección del cáncer colorrectal. Sin embargo, los métodos asistidos por ordenador no se usan mucho en estos procedimientos. Este trabajo se enmarca dentro del ...
    • Cellulases from thermophiles found by metagenomics 

      Escuder-Rodríguez, Juan-José; De Castro de Antonio, María Eugenia; Cerdán, María Esperanza; Rodríguez-Belmonte, Esther; Becerra, Manuel; González-Siso, María-Isabel (MDPI, 2018-07-10)
      [Abstract] Cellulases are a heterogeneous group of enzymes that synergistically catalyze the hydrolysis of cellulose, the major component of plant biomass. Such reaction has biotechnological applications in a broad spectrum ...
    • Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques 

      Mato-Abad, Virginia; Labiano-Fontcuberta, Andrés; Rodríguez-Yáñez, Santiago; García-Vázquez, Rafael; Munteanu, Cristian-Robert; Andrade-Garda, Javier; Domingo-Santos, Ángela; Galán Sánchez-Seco, Victoria; Aladro, Yolanda; Martínez-Ginés, Mª Luisa; Ayuso, Lucía; Benito-León, Julián (2019)
      [Abstract]: Introduction: The unanticipated magnetic resonance imaging (MRI) detection in the brain of asymptomatic subjects of white matter lesions suggestive of multiple sclerosis (MS) has been named as radiologically ...
    • Classifying and discovering genomic sequences in metagenomic repositories 

      Silva, Jorge Miguel; Almeida, João Rafael; Oliveira, José Luís (Elsevier B.V., 2023)
      [Abstract]: The taxonomic and functional composition of microbial communities from environmental, agricultural, and therapeutic settings is increasingly being studied using metagenomic methodologies in large-scale genomic ...
    • Cognitive Constraints Built into Formal Grammars: Implications for Language Evolution 

      Gómez-Rodríguez, Carlos; Christiansen, Morten H.; Ferrer-i-Cancho, Ramon (Ravignani, A., Barbieri, C., Martins, M., Flaherty, M., Jadoul, Y., Lattenkamp, E., Little, H., Mudd, K., Verhoef, T., 2020-04-17)
      [Abstract] We study the validity of the cognitive independence assumption using an ensemble of artificial syntactic structures from various classes of dependency grammars. Our findings show that memory limitations have ...
    • Cognitive Load measurement by using a concurrent multitasking simulation game 

      Larraga, Blanca; Ruiz Bejerano, Verónica; Gutiérrez, Álvaro (Universidade da Coruña. Servizo de Publicacións, 2023)
      [Resumen] La Teoría de la Carga Cognitiva establece que el proceso de aprendizaje o el desempeño de una tarea se ven afectados cuando hay una sobrecarga en la memoria de trabajo. Además, realizar múltiples tareas de manera ...
    • Collective Social Enterprises for Social Innovation: Understanding the Potential and Limitations of Cross-Sector Partnerships in the Field of Work Integration 

      Rey-García, Marta; Calvo, Nuria; Mato-Santiso, Vanessa (Emerald, 2019)
      [Abstract] Purpose: Cross-sector partnerships (CSPs) are one type of collective social enterprise that has gained importance as a vehicle for social innovation (SI). The purpose of this paper is to understand the sources ...
    • CollisionGP: comprobación de colisiones probabilística con procesos gaussianos 

      Muñoz, Javier; Moreno, Luis (Universidade da Coruña. Servizo de Publicacións, 2023)
      [Resumen] La comprobación de colisiones es la operación primitiva de la planificación de movimientos que más tiempo consume. Se ha demostrado que los algoritmos de aprendizaje automático aceleran la comprobación de colisiones. ...
    • Compact data structures for large and complex datasets 

      Silva-Coira, Fernando (2017)
      [Abstract] In this thesis, we study the problem of processing large and complex collections of data, presenting new data structures and algorithms that allow us to efficiently store and analyze them. We focus on three ...
    • Compact Trip Representation over Networks 

      Brisaboa, Nieves R.; Fariña, Antonio; Galaktionov, Daniil; Rodríguez, M. Andrea (Springer, 2016-09-21)
      [Abstract] We present a new Compact Trip Representation ( CTRCTR ) that allows us to manage users’ trips (moving objects) over networks. These could be public transportation networks (buses, subway, trains, and so on) where ...
    • Comparing the Microstructure and Photovoltaic Performance of 3 Perylene Imide Acceptors With Similar Energy Levels but Different Packing Tendencies 

      Adel, Rana; Gala, Elena; Alonso Navarro, Matías Jesús; Gutiérrez Fernández, Edgar; Martín, Jaime; Stella, Marco; Martínez-Ferrero, Eugenia; de la Peña, Alejandro; Harbuzaru Harbuzaru, Alexandra; Ramos, M.Mar; Ponce Ortiz, Rocío; Segura, José L.; Campoy-Quiles, Mariano (Royal Society of Chemistry, 2022)
      [Abstract] While it is widely recognized that microstructure plays an important role in the performance of organic photovoltaics (OPV), systematic studies are often challenging, as varying the molecular packing through ...
    • Competición de robótica submarina máster MIR: experiencia educacional 

      López Barajas, Salvador; Fornas, Sergio; Solís, Alejandro; Marín, Raúl; Marxer, R.; Hugel, Vincent; Sanz, Pedro J. (Universidade da Coruña. Servizo de Publicacións, 2023)
      [Resumen] En este artículo se describe la nueva competición de robótica submarina del Máster Europeo “Erasmus Mundus MIR” (Marine & Maritime Intelligent Robotics), la cual se ha iniciado en el año 2023 en dos fases. La ...
    • Compressed Data Structures for Binary Relations in Practice 

      Quijada Fuentes, Carlos; Penabad, Miguel R.; Ladra, Susana; Gutiérrez Retamal, Gilberto (Institute of Electrical and Electronics Engineers, 2020-01-31)
      [Abstract] Binary relations are commonly used in Computer Science for modeling data. In addition to classical representations using matrices or lists, some compressed data structures have recently been proposed to represent ...
    • Compressed data structures for trajectory representation 

      Galaktionov, Daniil (2020)
      [Abstract] The proliferation of GPS devices in smartphones, vehicles and sport wearables in one hand, and geolocation mechanisms (such as smart cards in public transportation) in the other hand, have produced an ...
    • Computación frontera: influencia de latencias en la precisión de robots 

      Urbaniak, Dominik; Rosell, Jan; Suárez, Raúl; Suppa, Michael (Universidade da Coruña. Servizo de Publicacións, 2023)
      [Resumen] La computación en la frontera (edge computing) permite acceder a grandes recursos computacionales y a redes de computadores, facilitando que pequeños dispositivos con recursos limitados realicen cálculos complejos ...
    • Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends 

      Górriz, Juan M.; Álvarez-Illán, I.; Álvarez-Marquina, Agustín; Arco, Juan Eloy; Atzmueller, Martin; Ballarini, F.; Barakova, Emilia; Bologna, Guido; Duro, Richard J. Richard J. xxx; Santos Reyes, José (Elsevier, 2023-12)
      [Abstract]: Deep Learning (DL), a groundbreaking branch of Machine Learning (ML), has emerged as a driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted in complex and non-linear ...
    • Computational modelling suggests complex interactions between interstitial flow and tumour angiogenesis 

      Vilanova, Guillermo; Burés Muñiz, Miguel; Colominas, Ignasi; Gómez, Héctor (Royal Society, 2018)
      [Abstract:] Angiogenesis, the growth of capillaries from pre-existing ones, plays a key role in cancer progression. Tumours release tumour angiogenic factors (TAFs) into the extracellular matrix (ECM) that trigger angiogenesis ...
    • Conceptual and numerical models of solute diffusion around a HLW repository in clay 

      Samper, Javier; Naves, Acacia; Lu, Chuanhe; Li, Yanmei; Fritz, Bertrand; Clément, Alain (Elsevier, 2011)
      [Abstract:] Reactive transport models have been used to simulate solute diffusion, canister corrosion, interactions of the corrosion products with the bentonite and the long-term hydrochemical evolution of porewater ...
    • Conjugation of different immunogenic enterococcal vaccine target antigens leads to extended strain coverage 

      Romero-Saavedra, Felipe; Laverde, Diana; Kalfopoulou, Ermioni; Martini, Cecilia; Torelli, Riccardo; Martínez Matamoros, Diana; Sanguinetti, Maurizio; Huebner, Johannes (Oxford University Press, 2019-07-09)
      [Abstract] Enterococci have emerged as important nosocomial pathogens due to their resistance to the most commonly used antibiotics. Alternative treatments or prevention options are aimed at polysaccharides and surface-related ...
    • Constituent Parsing as Sequence Labeling 

      Gómez-Rodríguez, Carlos; Vilares, David (Association for Computational Linguistics (ACL), 2018)
      [Absctract]: We introduce a method to reduce constituent parsing to sequence labeling. For each word wt, it generates a label that encodes: (1) the number of ancestors in the tree that the words wt and wt+1 have in common, ...