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

Created by W.Langdon from gp-bibliography.bib Revision:1.7642

@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 = "https://www.cs.kent.ac.uk/people/staff/aaf/pubs.html",
• URL = "http://citeseer.ist.psu.edu/340269.html",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-417.pdf",
• URL = "http://gpbib.cs.ucl.ac.uk/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