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Automatic Roof Type Classification Through Machine Learning for Regional Wind Risk Assessment
To improve the completeness of the roof-type data, imputation algorithms were developed to populate missing roof data due to low-quality images, using critical building attributes and neighborhood-level roof characteristics.
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