Data classification using fuzzy rule-based systems represented as genetic programming type-constrained trees

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

@InProceedings{tsakonas_data_2001,
  author =       "Athanasios Tsakonas and George Dounias and 
                 Hubertus Axer and Diedrich {Graf von Keyserlingk}",
  title =        "Data classification using fuzzy rule-based systems
                 represented as genetic programming type-constrained
                 trees",
  booktitle =    "UK Workshop on Computational Intelligence",
  year =         "2001",
  editor =       "Donna Bolland",
  volume =       "1",
  pages =        "162--168",
  address =      "Edinburgh, UK",
  month =        "10-12 " # sep,
  keywords =     "genetic algorithms, genetic programming, aphasia, data
                 classification, fuzzy rule based systems",
  URL =          "http://www.dai.ed.ac.uk/homes/ukci-01/programme",
  URL =          "https://pdfs.semanticscholar.org/76e1/f94fd064287f38e044523b1d1e40e0164a53.pdf",
  size =         "9 pages",
  abstract =     "This paper presents a genetic programming
                 implementation of fuzzy rule based systems for data
                 classification. The genetic programming is used not
                 only as a variable-length search mechanism but the
                 fuzzy rule-based functionality is incorporated inside
                 the genetic programs. The model is tested on real world
                 data from the medical domain and is compared to other
                 computational intelligent approaches. Results denote
                 the operability of our model and seem promising in
                 domains where a large parameter space or incomplete
                 domain knowledge restrains the user from applying
                 well-defined fuzzy classifiers.",
  notes =        "http://www.dai.ed.ac.uk/homes/ukci-01/",
}

Genetic Programming entries for Athanasios D Tsakonas Georgios Dounias Hubertus Axer Diedrich Graf von Keyserlingk

Citations