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Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review

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References

2002Under the hood Issues in the specification and interpretation of spatial regression models974 cited
2008Determinants of house prices in Turkey: Hedonic regression versus artificial neural network361 cited
2011Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics264 cited
2007Spatial Dependence, Housing Submarkets, and House Price Prediction244 cited
2009Neural Network Hedonic Pricing Models in Mass Real Estate Appraisal212 cited
2009The mass appraisal of the real estate by computational intelligence179 cited
2011A Comparison of Regression and Artificial Intelligence Methods in a Mass Appraisal Context175 cited
2013Prediction accuracy in mass appraisal: a comparison of modern approaches174 cited
2018Building real estate valuation models with comparative approach through case-based reasoning122 cited
2000Using GIS and large-scale digital data to implement hedonic pricing studies121 cited

Cited by

2022An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants100 cited
2022Housing Price Prediction Using Machine Learning Algorithms in COVID-19 Times85 cited
2021Real estate price estimation in French cities using geocoding and machine learning82 cited

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