• DocumentCode
    1650232
  • Title

    Using Fuzzy Neural Network in Real Estate Prices Prediction

  • Author

    Li, Zhang Xiao

  • Author_Institution
    Chongqing Technol. & Business Univ., Chongqing
  • fYear
    2007
  • Firstpage
    399
  • Lastpage
    402
  • Abstract
    To forecast real estate prices more accurate, we combined fuzzy reasoning technique with neural network to construct a fuzzy neural network (FNN), which has ability in fuzzy reasoning and learning. In our research, we first use our relative real estate sample data to train the fuzzy neural network. Thereafter, we can use the exact test data to forecast real estate price. Compared with the traditional network, FNN obtained a much better result. Thus, we give a more accurate and effective method to forecast real estate prices.
  • Keywords
    forecasting theory; fuzzy neural nets; fuzzy reasoning; pricing; property market; fuzzy learning; fuzzy neural network; fuzzy reasoning; real estate prices prediction; Computer science; Educational institutions; Electronic mail; Fuzzy control; Fuzzy neural networks; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Neural networks; Testing; Fuzzy reasoning; Neural network; Prices prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference, 2007. CCC 2007. Chinese
  • Conference_Location
    Hunan
  • Print_ISBN
    978-7-81124-055-9
  • Electronic_ISBN
    978-7-900719-22-5
  • Type

    conf

  • DOI
    10.1109/CHICC.2006.4347291
  • Filename
    4347291