Articles

The group's publications in journals over the last 5 years are shown below. To consult previous publications, please access the journal publication history.

2023

  • 3D Reconstruction System and Multiobject Local Tracking Algorithm Designed for Billiards
    • DOI: 10.1007/s10489-023-04542-3
    • Applied Intelligence
    • Rodriguez-Lozano, Francisco Javier / Gámez-Granados, Juan Carlos / Martínez, Héctor / Palomares-Muñoz, Jose Manuel / Rodríguez, Francisco Javier
  • Detecting and Tracking Using 2D Laser Range Finders and Deep Learning
    • DOI: 10.1007/s00521-022-07765-6
    • Neural Computing and Applications vol. 35 (pags 415 - 428)
    • Aguirre-Molina, Eugenio / García-Silvente, Miguel
  • Efficient Data Dimensionality Reduction Method for Improving Road Crack Classification Algorithms
    • DOI: 10.1111/mice.13014
    • Computer-Aided Civil and Infrastructure Engineering (pags 1 - 16)
    • Rodriguez-Lozano, Francisco Javier / Gámez-Granados, Juan Carlos / Palomares-Muñoz, Jose Manuel / Olivares-Bueno, Joaquín

2022

  • Automating the Decision Making Process of Todd'S Age Estimation Method from the Pubic Symphysis with Explainable Machine Learning
    • DOI: https://doi.org/10.1016/j.ins.2022.08.110
    • Information Sciences num. 612 (pags 514 - 535)
    • Gámez-Granados, Juan Carlos / Irurita-Olivares, Javier / Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio / Damas-Arroyo, Sergio / Alemán-Aguilera, Inmaculada / Cordón-García, Oscar
  • Efficient Inference Models for Classification Problems with a High Number of Fuzzy Rules
    • DOI: https://doi.org/10.1016/j.asoc.2021.108164
    • Applied Soft Computing vol. 115 num. 108164
    • Jara, Leonardo / Ariza-Valderrama, Rubén / Fernandez-Olivares, Juan / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
  • Learning to Select Goals in Automated Planning with Deep-Q Learning
    • DOI: 10.1016/j.eswa.2022.117265
    • Expert Systems with Applications
    • Núñez, Carlos / Fernandez-Olivares, Juan / Perez-Rodriguez, Francisco Gabriel Raul

2021

  • Discovering Relational and Numerical Expressions from Plan Traces for Learning Action Models
    • DOI: 10.1007/s10489-021-02232-6
    • Applied Intelligence
    • Segura, José Ángel / Perez-Rodriguez, Francisco Gabriel Raul / Fernandez-Olivares, Juan

2020

  • Combaho: a Deep Learning System for Integrating Brain Injury Patients in Society
    • DOI: https://doi.org/10.1016/j.patrec.2019.02.013
    • Pattern Recognition Letters vol. 137 (pags 80 - 90)
    • Garcia-Rodriguez, Jose / Gomez-Donoso, Francisco / Oprea, Sergiu / Garcia-Garcia, Alberto / Cazorla-Quevedo, Miguel / Orts-Escolano, Sergio / Castro-Vargas, John / Bauer, Zuria / Escalona, Felix / Aguirre-Molina, Eugenio / García-Silvente, Miguel / Et, Al.
  • Personalized Conciliation of Clinical Guidelines for Comorbid Patients Through Multi-Agent Planning
    • DOI: https://doi.org/10.1016/j.artmed.2018.11.003
    • Artificial Intelligence in Medicine vol. 96 (pags 167 - 186)
    • Fernandez-Olivares, Juan / Onaindía, Eva / Castillo-Vidal, Luis / Jordán, Jaume / Cózar-Olmo, Juan Alonso
  • Benefits of Ensemble Models in Road Pavement Cracking Classification
    • DOI: 10.1111/mice.12543
    • Computer-Aided Civil and Infrastructure Engineering vol. 35 num. 11 (pags 1194 - 1208)
    • Rodriguez-Lozano, Francisco Javier / León-Garcia, Fernando / Gámez-Granados, Juan Carlos / Palomares-Muñoz, Jose Manuel / Olivares-Bueno, Joaquín

2019

  • Using a Deep Learning Model on Images to Obtain a 2D Laser People Detector for a Mobile Robot. International Journal of Computational Intelligence Systems.
    • DOI: https://doi.org/10.2991/ijcis.d.190318.001
    • International Journal of Computational Intelligence Systems vol. 12 num. 2 (pags 476 - 484)
    • Aguirre-Molina, Eugenio / García-Silvente, Miguel
  • An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models
    • DOI: https://doi.org/10.1007/s12559-019-09655-x
    • Cognitive Computation vol. 11 num. 3 (pags 347 - 366)
    • Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Romero-Zaliz, Rocio Celeste
  • An Approximation to Solve Regression Problems with a Genetic Fuzzy Rule Ordinal Algorithm
    • DOI: 10.1016/j.asoc.2019.02.012
    • Applied Soft Computing vol. 1 num. 78 (pags 13 - 28)
    • Gámez-Granados, Juan Carlos / García-Muñoz, David / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
  • Low Range of Shoulders Horizontal Abduction Predisposes for Shoulder Pain in Competitive Young Swimmers
    • DOI: 10.3389/fpsyg.2019.00478
    • Frontiers in Psychology vol. 10 num. 478 (pags 1 - 9)
    • Cejudo-Palomo, Antonio / Sánchez-Castillo, Shelia / Sáinz-De Baranda, Pilar / Gámez-Granados, Juan Carlos / Santoja-Medina, Fernando