Implementation and Evaluation of a Genetic-Based Data Mining Algorithm

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@TechReport{choenni:1999:ieGDMa,

• 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",
• size = "13 pages",
• 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)

  broken Sep 2018 http://www.asy.faa.gov/asp/asy_fids.asp

  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 than 10percent of a domian.

  profiles of risky flights.",

}

Genetic Programming entries for Sunil Choenni

Citations