Biblio Author: Shenhao Wang
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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
Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning
IEEE Transactions on Intelligent Transportation Systems,2022 -
2022
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,2022 -
2021
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2021
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
Transportation Research Part C,2021 -
2021
Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective
Transportation Research Part B,2021 -
2021
Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
Transportation Research Part B,2021 -
2021
Measuring policy leakage of Beijing’s car ownership restriction
Transportation Research Part A: Policy and Practice,2021 -
2020
Measuring Policy Leakage of Beijing’s Car Ownership Restriction in Neighboring Cities
Transportation Research Board 99th Annual Meeting,2020
-
Fairness-enhancing deep learning for ride-hailing demand prediction
IEEE Open Journal of Intelligent Transportation Systems,Volume4,2023 -
Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning
IEEE Transactions on Intelligent Transportation Systems,2022 -
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,2022 -
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
Transportation Research Part C,2021 -
Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective
Transportation Research Part B,2021 -
Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
Transportation Research Part B,2021 -
Measuring policy leakage of Beijing’s car ownership restriction
Transportation Research Part A: Policy and Practice,2021 -
Measuring Policy Leakage of Beijing’s Car Ownership Restriction in Neighboring Cities
Transportation Research Board 99th Annual Meeting,2020