Biblio Author: Qingyi Wang
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2024
Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks
IEEE Transactions on Intelligent Transportation Systems,2024 -
2024
Innovations in Urban Computing: Uncertainty Quantification, Data Fusion, and Generative Urban Design
Department of Civil and Environmental Engineering,DegreePhD,2024 -
2023
Fairness-enhancing deep learning for ride-hailing demand prediction
IEEE Open Journal of Intelligent Transportation Systems,Volume4,2023 -
2024
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2022
Data-driven Vehicle Rebalancing with Predictive Prescriptions in the Ride-hailing System
IEEE Open Journal of Intelligent Transportation Systems,2022 -
2021
Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective
Transportation Research Part B,2021 -
2020
Unexpected Bus Operator Absence and Extraboard Scheduling – MBTA Case Study
Transportation Research Board 99th Annual Meeting,2020 -
2019
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2020
Multitask Learning Deep Neural Networks to Combine Revealed and Stated Preference Data
Journal of Choice Modelling,2020 -
2020
Deep Neural Networks for Choice Analysis: Extracting Complete Economic Information for Interpretation
Transportation Research Part C: Emerging Technologies,2020