Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data

B Park, JK Bae - Expert systems with applications, 2015 - Elsevier
House sales are determined based on the Standard & Poor's Case-Shiller home price
indices and the housing price index of the Office of Federal Housing Enterprise Oversight …

Determinants of house prices in Turkey: Hedonic regression versus artificial neural network

H Selim - Expert systems with Applications, 2009 - Elsevier
Determinants of house prices in Turkey are examined in this paper using the 2004
Household Budget Survey Data. In property valuation and housing market research, the …

Property valuation using machine learning algorithms on statistical areas in Greater Sydney, Australia

Q Gao, V Shi, C Pettit, H Han - Land Use Policy, 2022 - Elsevier
Property valuation plays a significant role in urban economics and is of great importance to
various stakeholders who interact and shape the city, including property owners, buyers …

Determinants of house prices in Turkey: A hedonic regression model

S Selim - Doğuş Üniversitesi Dergisi, 2008 - dergipark.org.tr
In real estate valuation and house market research, house prices and rental value are
generally analyzed by hedonic model based on micro economic theory. Hedonic model …

[PDF][PDF] A review of hedonic pricing models in housing research

A Owusu-Ansah - Journal of International Real Estate and …, 2011 - researchgate.net
The aim of this study is to discuss hedonic pricing models that are often employed in
housing research. Parametric models (loglinear OLS, Box-Cox OLS, and weighted least …

Location-centered house price prediction: A multi-task learning approach

G Gao, Z Bao, J Cao, AK Qin, T Sellis - ACM Transactions on Intelligent …, 2022 - dl.acm.org
Accurate house prediction is of great significance to various real estate stakeholders such as
house owners, buyers, and investors. We propose a location-centered prediction framework …

Repeat sales index for thin markets: a structural time series approach

MK Francke - The Journal of Real Estate Finance and Economics, 2010 - Springer
The repeat sales model is commonly used to construct reliable house price indices in
absence of individual characteristics of the real estate. Several adaptations of the original …

[图书][B] How to better measure hedonic residential property price indexes

M Silver - 2016 - books.google.com
Hedonic regressions are used for property price index measurement to control for changes
in the quality-mix of properties transacted. The paper consolidates the hedonic time dummy …

[HTML][HTML] Interpretable State-Space Model of Urban Dynamics for Human-Machine Collaborative Transportation Planning

J Yu, MF Hyland - Transportation Research Part B: Methodological, 2025 - Elsevier
Abstract Strategic Long-Range Transportation Planning (SLRTP) is pivotal in shaping
prosperous, sustainable, and resilient urban futures. Existing SLRTP decision support tools …

Determinants of apartment price volatility in Vietnam: a comparison between Hanoi and Ho Chi Minh City

NT Nguyen, LHM Nguyen, Q Do… - International Journal of …, 2023 - emerald.com
Purpose This paper aims to explore factors influencing apartment price volatility in the two
biggest cities in Vietnam, Hanoi and Ho Chi Minh City. Design/methodology/approach The …