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House price prediction using hedonic pricing model and machine learning techniques
16 references·0 citing·44 second hop
House price prediction using hedonic pricing model and machine learning techniques (2022)House price prediction using hedonic pric…Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain (2021)Machine learning with explain…Deep Learning Model for House Price Prediction Using Heterogeneous Data Analysis Along With Joint Self-Attention Mechanism (2021)Deep Learning Model for House…Understanding house price appreciation using multi-source big geo-data and machine learning (2020)Understanding house price app…Housing Price Prediction via Improved Machine Learning Techniques (2020)Housing Price Prediction via …Analyzing driving factors of land values in urban scale based on big data and non-linear machine learning techniques (2020)Analyzing driving factors of …Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies (2019)Monitoring housing rental pri…Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning (2018)Study on a prediction of P2P …Predicting failure in the U.S. banking sector: An extreme gradient boosting approach (2018)Predicting failure in the U.S…Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network (2018)Improving property valuation …Identifying Real Estate Opportunities Using Machine Learning (2018)Identifying Real Estate Oppor…A study on novel filtering and relationship between input-features and target-vectors in a deep learning model for stock price prediction (2018)A study on novel filtering an…A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units (2015)A Novel Machine Learning Mode…Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data (2014)Using machine learning algori…Encyclopedia of Quality of Life and Well-Being Research (2014)Encyclopedia of Quality of Li…Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies (2010)Landscape amenities and local…Real estate appraisal: a review of valuation methods (2003)Real estate appraisal: a revi…Regularization Neural Network for Construction Cost Estimation (1998)Determinants of House Prices in Central and Eastern Europe (2007)Determinants of house prices in Turkey: Hedonic regression versus artificial neural network (2008)House price forecasting with neural networks (2021)Pre-owned housing price index forecasts using Gaussian process regressions (2024)Predictions of residential property price indices for China via machine learning models (2025)Fuzzy sets (1965)Time Series Analysis: Forecasting and Control (1977)Fuzzy sets (1996)Consumption preferences and environmental externalities: A hedonic analysis of the housing market in Guangzhou (2006)Vision-based real estate price estimation (2018)Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition (1974)Wages, Rents, and the Quality of Life (1982)Spatial Econometrics: Methods and Models (1988)Amenity‐Based Housing Affordability Indexes (2009)Variable selection for hedonic model using machine learning approaches: A case study in Onondaga County, NY (2012)Valuation of landscape amenities: A hedonic pricing analysis of housing rents in urban, suburban and periurban Switzerland (2015)Size and performance of banking firms (1993)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)How does capital affect bank performance during financial crises? 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(2022)A HOUSE PRICE VALUATION BASED ON THE RANDOM FOREST APPROACH: THE MASS APPRAISAL OF RESIDENTIAL PROPERTY IN SOUTH KOREA (2020)Predicting property prices with machine learning algorithms (2020)Exploration of social sustainability in healthcare supply chain (2018)How COVID-19 Redefines the Concept of Sustainability (2020)Self-reported technological pedagogical content knowledge (TPACK) of pre-service teachers in relation to digital technology use in lesson plans (2020)House Price Prediction using Random Forest Machine Learning Technique (2022)Housing price prediction incorporating spatio-temporal dependency into machine learning algorithms (2022)Optimising customer retention: An AI-driven personalised pricing approach (2024)
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References

  • 2014Encyclopedia of Quality of Life and Well-Being Research1,124 cited
  • 2018Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning444 cited
  • 2003Real estate appraisal: a review of valuation methods439 cited
  • 2014Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data400 cited
  • 2018Predicting failure in the U.S. banking sector: An extreme gradient boosting approach295 cited
  • 2015A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units289 cited
  • 2019Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies231 cited
  • 2020Housing Price Prediction via Improved Machine Learning Techniques210 cited
  • 2020Understanding house price appreciation using multi-source big geo-data and machine learning205 cited
  • 2010Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies199 cited
  • 2018Identifying Real Estate Opportunities Using Machine Learning145 cited
  • 2020Analyzing driving factors of land values in urban scale based on big data and non-linear machine learning techniques138 cited
  • 2021Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain

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137 cited
  • 2018Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network109 cited
  • 2018A study on novel filtering and relationship between input-features and target-vectors in a deep learning model for stock price prediction107 cited
  • 2021Deep Learning Model for House Price Prediction Using Heterogeneous Data Analysis Along With Joint Self-Attention Mechanism105 cited
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