Implementation and Evaluation of a Genetic-Based Data Mining Algorithm

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  author =       "Sunil Choenni",
  title =        "Implementation and Evaluation of a Genetic-Based Data
                 Mining Algorithm",
  institution =  "National Aerospace Laboratory",
  year =         "1999",
  number =       "NLR-TR-99281",
  address =      "Amsterdam",
  month =        jul,
  keywords =     "genetic algorithms, genetic programming",
  abstract =     "GA can be rapidly implemented for DM yielding
                 reasonable results. However, building an operational
                 tool requires more effort",
  notes =        "Jan 2000 not (yet) published. SQL queries generated.
                 Implemented in Visual Basic. Individuals are
                 conjenctions of predicates over database attributes
                 implemented as binary tables.

                 p8 DM specific limits on mutation of table rows. data
                 mining of FAA Aircraft incident records (cleaned up,
                 normalised) p9
                 User must specify mining question, beta fraction
                 coressponding to maximum fitness p10 individual must
                 contain at least two elementary expressions ad-hoc rule
                 no expression to cover more tha 10% of a domian.
                 profiles of risky flights.

  size =         "13 pages",

Genetic Programming entries for Sunil Choenni