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Found 3 papers, 1 papers with code
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.
Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping
The DA module transfers the accumulated knowledge in contrasting no-damage and damage cases in the source domain to the target domain, given only the target's no-damage case.
System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring
A novelty detection system of limit-state functions based on GAN and 1-CG models' detection scores is constructed.
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