A demographics-aware deep network predicts future satellite images, demographics, and travel behavior from 11 years of US county data, reporting higher SSIM and demographic consistency than two video-prediction baselines.
Impacts of the built environment on activity- travel behavior: Are there differences between public and private housing residents in hong kong?,
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Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery
A demographics-aware deep network predicts future satellite images, demographics, and travel behavior from 11 years of US county data, reporting higher SSIM and demographic consistency than two video-prediction baselines.