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Data-Driven Modeling of Hurricane Evacuee’s Individual Decision-Making for Enhanced Hurricane Evacuation Planning: Florida Case Study in the COVID-19 Pandemic
Publisher: American Society of Civil Engineers
Abstract: Individual evacuation decision making has been studied for multiple decades mainly using theory-based approaches, such as random utility theory. This study aims to bridge the research gap that no studies have adopted ...
Gantry2Vec: Embedding Heterogeneous Gantry Information into Vectors for Enhanced Traffic Flow Prediction
Publisher: American Society of Civil Engineers
Abstract: Highway gantry sensors record real-time traffic data and uniquely demonstrate spatiotemporal and behavioral heterogeneity for traffic prediction. This study combines the modeling capabilities of representation learning and ...
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