Browsing by Author "Hernández González, Jerónimo"

Now showing items 1-4 of 4

    • Algoritmos de clustering basados en el concepto de líder 

      Hernández González, Jerónimo (Universitat Politècnica de Catalunya, 2009-06-23)
      Master thesis (pre-Bologna period)
      Open Access
      El objetivo principal de este proyecto final de carrera, que lleva por nombre “Algoritmos de clustering basados en el concepto de Líder”, consiste en obtener diferentes versiones de algoritmos de clustering modificando ...

    • Heterogeneous neural networks and the leader2 algorithm 

      Hernández González, Jerónimo (Universitat Politècnica de Catalunya, 2010-09-03)
      Master thesis
      Open Access
      This paper is the final document written to gather the impressions and conclusions which we have come to during the development of this master thesis. In this research project you will find the description of a new kind ...

    • Similarity networks for classification: a case study in the Horse Colic problem 

      Belanche Muñoz, Luis Antonio; Hernández González, Jerónimo (2014)
      Research report
      Open Access
      This paper develops a two-layer neural network in which the neuron model computes a user-defined similarity function between inputs and weights. The neuron transfer function is formed by composition of an adapted logistic ...

    • Similarity networks for heterogeneous data 

      Belanche Muñoz, Luis Antonio; Hernández González, Jerónimo (I6doc.com, 2012)
      Conference report
      Open Access
      A two-layer neural network is developed in which the neuron model computes a user-defined similarity function between inputs and weights. The neuron model is formed by the composition of an adapted logistic function with ...