Genetic Programming Forecasting of Real Estate Prices of Residential Single Family Homes in Southern California

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

@Article{Kaboudan:2008:JREL,
  author =       "Mak Kaboudan",
  title =        "Genetic Programming Forecasting of Real Estate Prices
                 of Residential Single Family Homes in Southern
                 California",
  journal =      "Journal of Real Estate Literature",
  year =         "2008",
  volume =       "16",
  number =       "2",
  pages =        "217--240",
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "0927-7544",
  publisher =    "American Real Estate Society",
  URL =          "http://aresjournals.org/doi/abs/10.5555/reli.16.2.a881465823035385",
  broken =       "http://ares.metapress.com/content/a881465823035385/",
  abstract =     "Use of an artificial intelligence technique, genetic
                 programming (GP), is introduced here to predict real
                 estate residential single family home prices. GP is a
                 computerised random search technique that can deliver
                 regression-like models. Spatiotemporal model
                 specifications of periodic average neighbourhood prices
                 are implemented to predict individual property prices.
                 Average price variations are explained in terms of
                 changes in home attributes, spatial attributes, and
                 temporal economic variables. Quarterly data (2000-2005)
                 from two cities in Southern California are used to
                 obtain GP and standard statistical models (generalised
                 least square - GLS). Results obtained suggest that
                 forecasts from city neighborhood average price GP
                 equations may have advantage over forecasts from GLS
                 equations and over forecasts from models estimated
                 using city aggregated data.",
  notes =        "house price prediction in US of america
                 http://business.fullerton.edu/finance/jrel/",
}

Genetic Programming entries for Mahmoud A Kaboudan

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