Dependence modeling rule mining using multi-objective genetic algorithms

  • Authors:
  • Gina Maira Barbosa de Oliveira;Maria Cazuho Saito Takiguti;Luiz Gustavo Almeida Martins

  • Affiliations:
  • Universidade Federal de Uberlândia - UFU, MG, Brazil;Universidade Presbiteriana Mackenzie, MG, Brazil;Universidade Federal de Uberlândia - UFU, MG, Brazil

  • Venue:
  • AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
  • Year:
  • 2008

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Abstract

The aim of this paper is to devise a new PC-algorithm (partial correlation), uPC-algorithm, for estimating a high dimensional undirected graph associated to a faithful Gaussian Graphical Model. First, we define the separability order ...