Implicit Context Representation Cartesian Genetic Programming for the Assessment of Visuo-Spatial Ability

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

@InProceedings{Smith2:2009:cec,
  author =       "Stephen L. Smith and Michael A. Lones",
  title =        "Implicit Context Representation Cartesian Genetic
                 Programming for the Assessment of Visuo-Spatial
                 Ability",
  booktitle =    "2009 IEEE Congress on Evolutionary Computation",
  year =         "2009",
  editor =       "Andy Tyrrell",
  pages =        "1072--1078",
  address =      "Trondheim, Norway",
  month =        "18-21 " # may,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  isbn13 =       "978-1-4244-2959-2",
  file =         "P445.pdf",
  DOI =          "doi:10.1109/CEC.2009.4983065",
  abstract =     "In this paper, a revised form of Implicit Context
                 Representation Cartesian Genetic Programming is used in
                 the development of a diagnostic tool for the assessment
                 of patients with neurological dysfunction such as
                 Alzheimer's disease. Specifically, visuo-spatial
                 ability is assessed by analysing subjects' digitised
                 responses to a simple figure copying task using a
                 conventional test environment. The algorithm was
                 trained to distinguish between classes of visuo-spatial
                 ability based on responses to the figure copying test
                 by 7-11 year old children in which visuo-spatial
                 ability is at varying stages of maturity. Results from
                 receiver operating characteristic (ROC) analysis are
                 presented for the training and subsequent testing of
                 the algorithm and demonstrate this technique has the
                 potential to form the basis of an objective assessment
                 of visuo-spatial ability.",
  keywords =     "genetic algorithms, genetic programming, cartesian
                 genetic programming",
  notes =        "CEC 2009 - A joint meeting of the IEEE, the EPS and
                 the IET. IEEE Catalog Number: CFP09ICE-CDR",
}

Genetic Programming entries for Stephen L Smith Michael A Lones

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