Evolving Fuzzy Rules for Pattern Classification

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

@InProceedings{MallBent99,
  author =       "Hugh Mallinson and Peter Bentley",
  title =        "Evolving Fuzzy Rules for Pattern Classification",
  booktitle =    "Computational Integration for Modelling, Control and
                 Automation '99",
  year =         "1999",
  editor =       "Masoud Mohammadian",
  volume =       "55",
  series =       "Concurrent Systems Engineering Series",
  pages =        "184--191",
  address =      "Hotel Marriott, Vienna, Austria",
  publisher_address = "Amsterdam, The Netherlands",
  month =        "17-19 " # feb,
  publisher =    "IOS Press",
  keywords =     "genetic algorithms, genetic programming, fuzzy
                 classification, control, modelling",
  ISBN =         "90-5199-473-7",
  isbn13 =       "9789051994742",
  publicationstatus = "published",
  URL =          "http://www.cs.ucl.ac.uk/staff/P.Bentley/MABEC1.pdf",
  URL =          "http://iospress.nl.master.com/texis/master/redir/?u=http%3A//www.iospress.nl/html/9789051994742.php",
  size =         "8 pages",
  abstract =     "This paper describes the use of a Hybrid Fuzzy-Genetic
                 Programming system to discover patterns in large
                 databases. It does this by evolving a series of
                 variablelength fuzzy rules which generalise from a
                 training set of labelled classes. Numerous novel
                 techniques, including the use of genotypes in Genetic
                 Programming, two new genetic crossover operators, and
                 the processes of Modal Evolution, Modal Reevolution and
                 Nested Evolutionary Search are described. Experimental
                 results show that the system is able to classify data
                 from the Wisconsin Breast Cancer database correctly 95%
                 of the time.",
  notes =        "CIMCA'99
                 http://www.gscit.monash.edu.au/conferences/cimca99/

                 UCI Wisconsin Breast Cancer",
}

Genetic Programming entries for Hugh Mallinson Peter J Bentley

Citations