A Relational Data Mining Tool Based on Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Martin:1998:RDM,
  author =       "Lionel Martin and Frederic Moal and Christel Vrain",
  title =        "A Relational Data Mining Tool Based on Genetic
                 Programming",
  booktitle =    "Proceedings of the 2nd European Symposium on
                 Principles of Data Mining and Knowledge Discovery
                 ({PKDD}-98)",
  year =         "1998",
  editor =       "Jan M. {\.{Z}}ytkow and Mohamed Quafafou",
  volume =       "1510",
  series =       "Lecture Notes in Artificial Intelligence",
  pages =        "130--138",
  address =      "Nantes, France",
  publisher_address = "Berlin",
  month =        "23--26 " # sep,
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, data mining",
  isbn13 =       "978-3-540-65068-3",
  DOI =          "doi:10.1007/BFb0094813",
  size =         "9 pages",
  abstract =     "In this paper, we present a Data Mining tool based on
                 Genetic Programming which enables to analyse complex
                 databases, involving several relation schemes. In our
                 approach, trees represent expressions of relational
                 algebra and they are evaluated according to the way
                 they discriminate positive and negative examples of the
                 target concept. Nevertheless, relational algebra
                 expressions are strongly typed and classical genetic
                 operators, such as mutation and crossover, have been
                 modified to prevent from building illegal expressions.
                 The Genetic Programming approach that we have developed
                 has been modelled in the framework of constraints.",
  notes =        "p134 Nice discussion of keeping data mining tree
                 queries valid under subtree crossover

                 ",
  affiliation =  "Universite du Orleans LIFO rue Leonard de Vinci BP
                 6759 45067 Orleans cedex 02 France rue Leonard de Vinci
                 BP 6759 45067 Orleans cedex 02 France",
}

Genetic Programming entries for Lionel Martin Frederic Moal Christel Vrain

Citations