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Estimation of Housing Demand with Adaptive Neuro-Fuzzy Inference Systems (ANFIS)

Abstract

It has always been important to anticipate the demand for a product. To determine the demand for any product, the parameters such as the economic situation and the demands of the rival products are used generally. Especially in the housing sector, which is the locomotive sector for emerging countries, it is critical to anticipate housing demand and its relationship with economic variables. Because of that, economists, real estate developers, banks, development and economy ministers, and land registry cadastral directorates of the countries have focused on explaining housing demand with economic variables. Therefore, the existence of effective model for prediction is very crucial for policy makers in the sector. For these reasons, the aim of this study is estimating housing demand based on relationship between housing sales transactions and important financial indicators using adaptive neuro-fuzzy inference system (ANFIS).

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Authors (2)

  • Photo of dr Olgun Aydin

    Olgun Aydin dr

    • Mimar Sinan University
  • Photo of  Elvan Aktürk Hayat

    Elvan Aktürk Hayat

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Keywords

Details

Category:
Monographic publication
Type:
rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Title of issue:
The Impact of Globalization on International Finance and Accounting strony 449 - 455
Language:
English
Publication year:
2018
Bibliographic description:
Aydin O., Hayat E.: Estimation of Housing Demand with Adaptive Neuro-Fuzzy Inference Systems (ANFIS)// The Impact of Globalization on International Finance and Accounting/ : , 2018, s.449-455
DOI:
Digital Object Identifier (open in new tab) 10.1007/978-3-319-68762-9_49
Verified by:
Gdańsk University of Technology

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