Evolving Text Classifiers with Genetic Programming

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

@InProceedings{hirsch:2004:eurogp,
  author =       "Laurence Hirsch and Masoud Saeedi and Robin Hirsch",
  title =        "Evolving Text Classifiers with Genetic Programming",
  booktitle =    "Genetic Programming 7th European Conference, EuroGP
                 2004, Proceedings",
  year =         "2004",
  editor =       "Maarten Keijzer and Una-May O'Reilly and 
                 Simon M. Lucas and Ernesto Costa and Terence Soule",
  volume =       "3003",
  series =       "LNCS",
  pages =        "309--317",
  address =      "Coimbra, Portugal",
  publisher_address = "Berlin",
  month =        "5-7 " # apr,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming: Poster",
  ISBN =         "3-540-21346-5",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=309",
  DOI =          "doi:10.1007/978-3-540-24650-3_29",
  abstract =     "We describe a method for using Genetic Programming
                 (GP) to evolve document classifiers. GPs create regular
                 expression type specifications consisting of particular
                 sequences and patterns of N-Grams (character strings)
                 and acquire fitness by producing expressions, which
                 match documents in a particular category but do not
                 match documents in any other category. Libraries of
                 N-Gram patterns have been evolved against sets of
                 pre-categorised training documents and are used to
                 discriminate between new texts. We describe a basic set
                 of functions and terminals and provide results from a
                 categorisation task using the 20 Newsgroup data.",
  notes =        "Part of \cite{keijzer:2004:GP} EuroGP'2004 held in
                 conjunction with EvoCOP2004 and EvoWorkshops2004",
}

Genetic Programming entries for Laurence Hirsch Masoud Saeedi Robin Hirsch

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