Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain

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

@InProceedings{bojarczuk:1999:DGP,
  author =       "Celia C. Bojarczuk and Heitor S. Lopes and 
                 Alex A. Freitas",
  title =        "Discovering comprehensible classification rules by
                 using Genetic Programming: a case study in a medical
                 domain",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference",
  year =         "1999",
  editor =       "Wolfgang Banzhaf and Jason Daida and 
                 Agoston E. Eiben and Max H. Garzon and Vasant Honavar and 
                 Mark Jakiela and Robert E. Smith",
  volume =       "2",
  pages =        "953--958",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming, data mining,
                 classification, medical applications",
  ISBN =         "1-55860-611-4",
  URL =          "http://www.cs.kent.ac.uk/people/staff/aaf/pub_papers.dir/gecco99.ps",
  URL =          "http://www.cs.kent.ac.uk/people/staff/aaf/my-publications-ukc.html",
  URL =          "http://citeseer.ist.psu.edu/340269.html",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-417.pdf",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-417.ps",
  abstract =     "This work it is intended to discover classification
                 rules for diagnosing certain pathologies. These rules
                 are capable of discriminating among 12 different
                 pathologies, whose main symptom is chest pain. In order
                 to discover these rules it was used genetic programming
                 as well as some concepts of data mining, particularly
                 the emphasis on the discovery of comprehensible
                 knowledge.",
  notes =        "GECCO-99 A joint meeting of the eighth international
                 conference on genetic algorithms (ICGA-99) and the
                 fourth annual genetic programming conference (GP-99).
                 See also \cite{bojarczuk:2000:kdcp}",
}

Genetic Programming entries for Celia Cristina Bojarczuk Heitor Silverio Lopes Alex Alves Freitas

Citations