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House price prediction with gradient boosted trees under different loss functions
16 references·2 citing·46 second hop
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References

  • 1974Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition10,715 cited
  • 1963A Regression Method for Real Estate Price Index Construction1,064 cited
  • 2013The Journal of Real Estate Finance and Economics512 cited
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  • 1995A Simple Hybrid Model for Estimating Real Estate Price Indexes206 cited
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  • 2004Modeling Spatial and Temporal House Price Patterns: A Comparison of Four Models186 cited
  • 2021Metrics for evaluating the performance of machine learning based automated valuation models178 cited
  • 2013Prediction accuracy in mass appraisal: a comparison of modern approaches174 cited
  • 2013Real estate price forecasting based on SVM optimized by PSO170 cited
  • 2021House price forecasting with neural networks162 cited
  • 1998Improved Price Indexes for Real Estate: Measuring the Course of Swedish Housing Prices161 cited
  • 2018Identifying Real Estate Opportunities Using Machine Learning145 cited
  • 2018Vision-based real estate price estimation133 cited
  • 2016Housing price prediction using neural networks

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92 cited
  • 2019Valuing walkability: New evidence from computer vision methods47 cited
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    • 2024An Optimal House Price Prediction Algorithm: XGBoost59 cited
    • 2023AI-Based on Machine Learning Methods for Urban Real Estate Prediction: A Systematic Survey56 cited