Apartment Prices Forecasting by the Artificial Neural Networks Cover Image

Prognozowanie cen nieruchomości lokalowych za pomocą sztucznych sieci neuronowych
Apartment Prices Forecasting by the Artificial Neural Networks

Author(s): Tomasz Jasiński, Anna Bochenek
Subject(s): Economy, Business Economy / Management
Published by: Wydawnictwo Naukowe Uniwersytetu Szczecińskiego
Keywords: artificial intelligence; neural networks; forecasting; prices; apartments

Summary/Abstract: The paper describes apartment prices forecasting on the secondary market with the useof the artificial neural networks. The research done by authors is of the theoretical and empiricalvalue. During the construction of the models have been tested numerous input variables.The study was conducted in the centre of Łódź. Among tested networks there were multilayerperceptron with one and two hidden layers as well as radial basis function networks.

  • Issue Year: 2016
  • Issue No: 45/1
  • Page Range: 317-328
  • Page Count: 12
  • Language: Polish