On Using Interactive Genetic Algorithms for Knowledge Discovery in Databases

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{venturini:1997:igakdd,
  author =       "G. Venturini and M. Slimane and F. Morin and 
                 J.-P. {Asselin de Beauville}",
  title =        "On Using Interactive Genetic Algorithms for Knowledge
                 Discovery in Databases",
  booktitle =    "Genetic Algorithms: Proceedings of the Seventh
                 International Conference",
  year =         "1997",
  editor =       "Thomas Back",
  pages =        "696--703",
  address =      "Michigan State University, East Lansing, MI, USA",
  publisher_address = "San Francisco, CA, USA",
  month =        "19-23 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming, Data Mining",
  ISBN =         "1-55860-487-1",
  URL =          "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/icga1997/venturini_1997_igakdd.pdf",
  size =         "8 pages",
  abstract =     "This paper presents an new interactive algorithm for
                 exploring numerical databases and discovering
                 regularities, called Genetic Interactive Data Explorer
                 (GIDE). GIDE, which is based on the specifications of a
                 previous prototype (Venturini et al. 1996), uses the
                 principles of interactive genetic algorithms to evolve,
                 in cooperation with the domain expert, 2D graphical
                 representations of the data. These 2D representations
                 are encoded by two new variables represented as Lisp
                 functions using the genetic programming paradigm. The
                 domain expert selects interesting representations which
                 can be further improved by the genetic algorithm. The
                 interaction between the expert and the knowledge
                 discovery tool has been greatly improved. Results are
                 presented on several standard databases.",
  notes =        "ICGA-97 Iris, Wine database, glass database, Pima
                 indians diabetes database",
}

Genetic Programming entries for Gilles Venturini Mohamed Slimane F Morin Jean-Pierre Asselin de Beauville

Citations