References

• 2014Data Preprocessing in Data Mining1,374 cited
• 2020Predicting property prices with machine learning algorithms293 cited
• 2021Metrics for evaluating the performance of machine learning based automated valuation models178 cited
• 2022Using open data and open-source software to develop spatial indicators of urban design and transport features for achieving healthy and sustainable cities173 cited
• 2021House price forecasting with neural networks162 cited
• 2019The State of Open Data140 cited
• 2021Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain137 cited
• 2018Walking accessibility and property prices110 cited
• 2018Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network109 cited
• 2022An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants100 cited
• 2021Real estate price estimation in French cities using geocoding and machine learning82 cited
• 2023The measurement and early warning of daily financial stability index based on XGBoost and SHAP: Evidence from China74 cited
• 2022Automated real estate valuation with machine learning models using property descriptions72 cited
• 2019