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My bibliography Save this paperPredicting buildings' EPC in Italy: a machine learning based-approach
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- Sun, Maoran & Han, Changyu & Nie, Quan & Xu, Jingying & Zhang, Fan & Zhao, Qunshan, 2022. "Understanding Building Energy Efficiency with Administrative and Emerging Urban Big Data by Deep Learning in Glasgow," OSF Preprints g8p4f, Center for Open Science.
- Peter Reusens & Frank Vastmans & Sven Damen, 2022. "The impact of changes in dwelling characteristics and housing preferences on house price indices," Working Paper Research 406, National Bank of Belgium.
- P. Reusens & F. Vastmans & S. Damen, 2022. "The impact of changes in dwelling characteristics and housing preferences on Belgian house prices," Economic Review, National Bank of Belgium, pages 1-40, April.
- Mayer, Kevin & Haas, Lukas & Huang, Tianyuan & Bernabé-Moreno, Juan & Rajagopal, Ram & Fischer, Martin, 2023. "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data," Applied Energy, Elsevier, vol. 333(C).
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More about this item
Keywords
energy performance certificates; EPC; Italy; buildings; transition risk; machine learning; random forest classifier; random forest;All these keywords.
JEL classification:
- Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting
- Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
- Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
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