• Obtaining the sGAG distribution profile in articular cartilage color images 

      Iglesias Comesaña, Carla; Luo, Lu; Martínez Torres, Javier ; Taboada, Javier; Pérez, Ignacio (Biomedical Engineering / Biomedizinische Technik, 10/2019)
      The articular cartilage tissue is an essential component of joints as it reduces the friction between the two bones. Its load-bearing properties depend mostly on proteoglycan distribution, which can be analyzed through the ...
    • Predicting ore content throughout a machine learning procedure – An Sn-W enrichment case study 

      Iglesias Comesaña, Carla; Antunes, Margarida; Albuquerque, Teresa; Martínez Torres, Javier ; Taboada, Javier (Journal of Geochemical Exploration, 01/2020)
      The distribution patterns of trace elements are very useful for predicting mineral deposits occurrence. Machine learning techniques were used for the computation of adequate models in trace elements' prediction. The main ...
    • Review: machine learning techniques applied to cybersecurity 

      Martínez Torres, Javier ; Iglesias Comesaña, Carla; García-Nieto, Paulino J. (International Journal of Machine Learning and Cybernetics, 10/2019)
      Machine learning techniques are a set of mathematical models to solve high non-linearity problems of different topics: prediction, classification, data association, data conceptualization. In this work, the authors review ...