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03/10/2023
Fairness-enhancing deep learning for ride-hailing demand prediction
Short-term demand forecasting for on-demand ride-hailing services is one...
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03/07/2023
Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis?
Classical demand modeling analyzes travel behavior using only low-dimens...
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03/07/2023
Uncertainty Quantification of Spatiotemporal Travel Demand with Probabilistic Graph Neural Networks
Recent studies have significantly improved the prediction accuracy of tr...
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05/29/2021
Estimating air quality co-benefits of energy transition using machine learning
Estimating health benefits of reducing fossil fuel use from improved air...
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10/31/2020