• UCO physical rehabilitation: new dataset and study of human pose estimation methods on physical rehabilitation exercises 

      Aguilar-Ortega, Rafael; Berrral-Soler, Rafael; Jiménez-Velasco, Isabel; Romero Ramírez, Francisco J.; García-Marín, Manuel; Zafra-Palma, Jorge; Muñoz-Salinas, Rafael; Medina-Carnicer, R.; Marín-Jiménez, M.J. (MDPI, 2023)
      Physical rehabilitation plays a crucial role in restoring motor function following injuries or surgeries. However, the challenge of overcrowded waiting lists often hampers doctors’ ability to monitor patients’ recovery ...
    • Unemployment Rate Prediction Using a Hybrid Model of Recurrent Neural Networks and Genetic Algorithms 

      Mero, Kevin; Salgado, Nelson; Meza, J.; Pacheco-Delgado, Janeth; Ventura, Sebastián (MDPI, 2024)
      Unemployment, a significant economic and social challenge, triggers repercussions that affect individual workers and companies, generating a national economic impact. Forecasting the unemployment rate becomes essential for ...
    • Unimodal regularisation based on beta distribution for deep ordinal regression 

      Vargas, Víctor Manuel; Gutiérrez, Pedro Antonio; Hervás-Martínez, César (Elsevier, 2022)
      Currently, the use of deep learning for solving ordinal classification problems, where categories follow a natural order, has not received much attention. In this paper, we propose an unimodal regularisation based on the ...
    • Unsupervised generation of polygonal approximations based on the convex hull 

      Fernández García, Nicolás Luis; Moral Martínez, Luis del; Carmona Poyato, Ángel; Madrid-Cuevas, F.J.; Medina-Carnicer, R. (Elsevier, 2020)
      The present paper proposes a new non-optimal but unsupervised algorithm, called ICT-RDP, for generation of polygonal approximations based on the convex hull. Firstly, the new algorithm takes into account the convex hull ...
    • ur-CAIM: Improved CAIM Discretization for Unbalanced and Balanced Data 

      Cano, Alberto; Nguyen, Dat T.; Ventura Soto, S.; Cios, Krzysztof J. (2015-10-15)
      Supervised discretization is one of basic data preprocessing techniques used in data mining. CAIM (Class- Attribute InterdependenceMaximization) is a discretization algorithm of data for which the classes are known. ...
    • Use of recommendation models to provide support to dyslexic students 

      Morciano, Gianluca; Alcalde-Llergo, José M.; Zingoni, Andrea; Yeguas-Bolívar, Enrique; Taborri, Juri; Calabrò, Giuseppe (Elsevier, 2024)
      Dyslexia is the most widespread specific learning disorder and significantly impair different cognitive domains. This, in turn, negatively affects dyslexic students during their learning path. Therefore, specific support ...
    • Utilización de un sistema de captura de movimiento 3D para el análisis cienemático del gesto técnico del paso de vallas 

      Garrido Castro, Juan Luis; Gil Cabezas, Jesús; Beas Jiménez, J.D.; López López, C.; Rodríguez Fernández, C.; Da Silva Rigoletto, M. (2014-02-27)
      La carrera de vallas es una de las disciplinas más técnicas del atletismo. Consiste en una combinación cíclica de sprint y salto donde el mayor interés para entrenador y atleta es analizar y perfeccionar el estilo del paso ...