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Found 5 papers, 1 papers with code
FUELVISION: A Multimodal Data Fusion and Multimodel Ensemble Algorithm for Wildfire Fuels Mapping
Accurate assessment of fuel conditions is a prerequisite for fire ignition and behavior prediction, and risk management.
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.
Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN)
Crucial challenge in graph representations is identifying the importance of graph edges and their influence on overall network efficiency and information flow performance.
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.
Building Information Modeling and Classification by Visual Learning At A City Scale
In the first case, a machine learning-assisted framework, BRAILS, is proposed for city-scale building information modeling.
