Studia i Prace WNEiZ US
Previously: Zeszyty Naukowe Uniwersytetu Szczecińskiego. Studia i Prace WNEiZ
Prognozowanie cen nieruchomości lokalowych za pomocą sztucznych sieci neuronowych
(Apartment prices forecasting by the artificial neural networks)
DOI: 10.18276/sip.2016.45/1-25
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The full text is available
| ISSN: | 2450-7733 |
| eISSN: | 2300-4096 |
| Authors: |
Tomasz
Jasiński
Politechnika Łódzka Anna Bochenek Politechnika Łódzka |
| Keywords: | artificial intelligence neural networks forecasting prices apartments |
| Issue / book publication date: | 2016 |
| Page range: | 12 (317-328) |
| OAI-PMH: | Metadata |
| Klasyfikacja JEL: | R32 |
| |
Abstract
The paper describes apartment prices forecasting on the secondary market with the use of the artificial neural networks. The research done by authors is of the theoretical and empirical value. 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 multilayer perceptron with one and two hidden layers as well as radial basis function networks.
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