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Capturing Housing Market Segmentation: An Alternative Approach based on Neural Network Modelling
9 references·9 citing·36 second hop
Capturing Housing Market Segmentation: An Alternative Approach based on Neural Network Modelling (2002)Capturing Housing Market Segmentation: An…Handbook of regional and urban economics (1999)Handbook of regional and urba…Defining Housing Submarkets (1999)Defining Housing SubmarketsPricing Residential Amenities: The Value of a View (1998)Pricing Residential Amenities…Hedonic modelling, housing submarkets and residential valuation (1996)Hedonic modelling, housing su…Economic perspectives on the structure of local housing systems (1996)Economic perspectives on the …An Exploration of Neural Networks and Its Application to Real Estate Valuation (1995)An Exploration of Neural Netw…The Maze of urban housing markets: theory, evidence, and policy (1992)The Maze of urban housing mar…Spatial autocorrelation and neighborhood quality (1992)Spatial autocorrelation and n…The dynamic of neighborhood change and decline (1987)The dynamic of neighborhood c…An unsupervised machine learning approach to the spatial analysis of urban systems through neighbourhoods’ dynamics (2024)An unsupervised machine learn…House price diffusion of housing submarkets in Greater Sydney (2019)House price diffusion of hous…Effects of floor level and landscape proximity on housing price: A hedonic analysis in Hangzhou, China (2019)Effects of floor level and la…Impacts and adaptation to climate change in Malaysian real estate (2016)Impacts and adaptation to cli…Feature Mapping the Seoul Metro Station Areas Based on a Self-Organizing Map (2013)Feature Mapping the Seoul Met…Data-Driven Regionalization of Housing Markets (2012)Data-Driven Regionalization o…Application of neural network in market segmentation: A review on recent trends (2012)Application of neural network…Spatial Change and the Structure of Urban Housing Sub-markets (2009)Spatial Change and the Struct…Intra‐Urban migration and housing submarkets: theory and evidence (2004)Intra‐Urban migration and hou…Measuring the Value of Housing Quality (1970)Spatial statistics (1981)The theory and practice of econometrics (1986)Spatial Dependence and House Price Index Construction (1997)Spatial Autocorrelation: A Primer (1998)Applying the Generalized-Moments Estimation Approach to Spatial Problems Involving Micro-Level Data (2000)Location and Land Use: Toward a General Theory of Land Rent (1964)Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition (1974)House Prices and Accessibility: The Testing of Relationships within the Belfast Urban Area (2000)A critical review of literature on the hedonic price model (2003)An Application of Spatial Econometrics in Relation to Hedonic House Price Modeling (2010)Cities and Housing. (1970)Variety, Equity, and Efficiency (1979)Choice of functional form for hedonic price equations (1981)Modelling Spatial Structures in Local Housing Market Dynamics: A Multilevel Perspective (2000)The Spatial Proximity of Metropolitan Area Housing Submarkets (2007)The value of trees, water and open space as reflected by house prices in the Netherlands (2000)Using GIS and landscape metrics in the hedonic price modeling of the amenity value of urban green space: A case study in Jinan City, China (2006)An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants (2022)Cultural Heritages Lead to Less Dense and Greener Cities—Evidence from 371 Chinese Cities (2025)Educational Outcomes and House Values: A Test of the value added Approach* (2006)Computable General Equilibrium (CGE) Modelling for Regional Economic Development Analysis (2008)The validity of the monocentric city model in a polycentric age: US metropolitan areas in 1990, 2000 and 2010 (2014)House Price Prediction: Hedonic Price Model vs. Artificial Neural Network (2004)Neural Network Hedonic Pricing Models in Mass Real Estate Appraisal (2009)Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics (2011)The Definition and Identification of Housing Submarkets (2001)Errors in variables and spatial effects in hedonic house price models of ambient air quality (2007)Spatial Dependence, Housing Submarkets, and House Price Prediction (2007)Hedonic Pricing Models: A Selective and Applied Review (2002)A hedonic analysis of the demand for and benefits of urban recreation parks (2009)Urban Sprawl (2004)Impacts of urban environmental elements on residential housing prices in Guangzhou (China) (2006)Segregation by Design (2018)Social capital and neighborhood stability: An empirical investigation (1998)Rent vouchers and the price of low-income housing (2002)
this work references cited by second hop

References

  • 1998Pricing Residential Amenities: The Value of a View487 cited
  • 1992Spatial autocorrelation and neighborhood quality400 cited
  • 1999Defining Housing Submarkets323 cited
  • 1996Hedonic modelling, housing submarkets and residential valuation271 cited
  • 1995An Exploration of Neural Networks and Its Application to Real Estate Valuation266 cited
  • 1999Handbook of regional and urban economics222 cited
  • 1992The Maze of urban housing markets: theory, evidence, and policy211 cited
  • 1996Economic perspectives on the structure of local housing systems204 cited
  • 1987The dynamic of neighborhood change and decline189 cited

Cited by

  • 2019Effects of floor level and landscape proximity on housing price: A hedonic analysis in Hangzhou, China103 cited
  • 2004Intra‐Urban migration and housing submarkets: theory and evidence95 cited
  • 2016Impacts and adaptation to climate change in Malaysian real estate94 cited
  • 2012Data-Driven Regionalization of Housing Markets89 cited
  • 2009Spatial Change and the Structure of Urban Housing Sub-markets81 cited
  • 2019House price diffusion of housing submarkets in Greater Sydney76 cited

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  • 2012Application of neural network in market segmentation: A review on recent trends23 cited
  • 2013Feature Mapping the Seoul Metro Station Areas Based on a Self-Organizing Map10 cited
  • 2024An unsupervised machine learning approach to the spatial analysis of urban systems through neighbourhoods’ dynamics9 cited