Discriminating Normal and Cancerous Thyroid Cell Lines using Implicit Context Representation Cartesian Genetic Programming

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@InProceedings{Lones:2010:CEC,
  author =       "Michael A. Lones and Stephen L. Smith and 
                 Andrew T. Harris and Alec S. High and Sheila E. Fisher and 
                 D. Alastair Smith and Jennifer Kirkham",
  title =        "Discriminating Normal and Cancerous Thyroid Cell Lines
                 using Implicit Context Representation Cartesian Genetic
                 Programming",
  booktitle =    "2010 IEEE World Congress on Computational
                 Intelligence",
  year =         "2010",
  editor =       "Pilar Sobrevilla",
  pages =        "1945--1950",
  address =      "Barcelona",
  month =        "18-23 " # jul,
  organisation = "IEEE Computational Intelligence Society",
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, cartesian
                 genetic programming",
  isbn13 =       "978-1-4244-6910-9",
  URL =          "http://www-users.york.ac.uk/~mal503/common/papers/lones-wcci2010.pdf",
  DOI =          "doi:10.1109/CEC.2010.5586494",
  size =         "6 pages",
  abstract =     "In this paper, we describe a method for discriminating
                 between thyroid cell lines. Five commercial thyroid
                 cell lines were obtained, ranging from non-cancerous to
                 cancerous varieties. Raman spectroscopy was used to
                 interrogate native cell biochemistry. Following
                 suitable normalisation of the data, implicit context
                 representation Cartesian genetic programming was then
                 used to search for classifiers capable of
                 distinguishing between the spectral fingerprints of the
                 different cell lines. The results are promising,
                 producing comprehensible classifiers whose output
                 values correlate with biological aggressiveness.",
  notes =        "WCCI 2010. Also known as \cite{5586494}",
}

Genetic Programming entries for Michael A Lones Stephen L Smith Andrew T Harris Alec S High Sheila E Fisher D Alastair Smith Jennifer Kirkham

Citations