Yunhan Zheng

2022
Xiaotong Guo, Qingyi Wang, Jinhua Zhao. Data-driven Vehicle Rebalancing with Predictive Prescriptions in the Ride-hailing System. IEEE Open Journal of Intelligent Transportation Systems. 2022.
Yunhan Zheng, Hui Kong, Petzhold G, Barcelos MM, Zegras CP, Jinhua Zhao. Gender differences in the user satisfaction and service quality improvement priority of public transit bus system in Porto Alegre and Fortaleza, Brazil. Travel Behaviour and Society. 2022.
Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao. Identifying Hidden Visits from Sparse Call Detail Record Data. Transactions in Urban Data, Science, and Technology. 2022.
Baichuan Mo, Von Franque MY, Haris N. Koutsopoulos, Attanucci JP, Jinhua Zhao. Impact of Unplanned Long-Term Service Disruptions on Urban Public Transit Systems. IEEE Open Journal of Intelligent Transportation Systems. 2022.
Baichuan Mo, Haris N. Koutsopoulos, Jinhua Zhao. Inferring Passenger Responses to Urban Rail Disruptions Using Smart Card Data: A Probabilistic Framework. Transportation Research Part E. 2022.
Yonah Freemark, Neema Nassir, Jinhua Zhao. Multimodal relationships: shared and automated vehicles and high-capacity public transit.; 2022.
Caros N, Xiaotong Guo, Anson Stewart, John Attanucci, Smith N, Nioras D, et al. ROVE: An Integrated Transit Performance and Passenger Journey Visualization Engine. Transportation Research Record. 2022.
Zhuang D, Shenhao Wang, Haris Koutsopoulos, Jinhua Zhao. Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks.; 2022.
2021
Li T, Patrick S. Meredith-Karam, Hui Kong, Anson Stewart, Attanucci JP, Jinhua Zhao. Comparison of Door-to-Door Transit Travel Time Estimation Using Schedules, Real-Time Vehicle Arrivals, and Smartcard Inference Methods. Transportation Research Record. 2021.
Baichuan Mo, Zhejing Cao, Hongmou Zhang, Yu Shen, Jinhua Zhao. Competition between Shared Autonomous Vehicles and Public Transit: A Case Study in Singapore. Transportation Research Part C. 2021.
Luo RL. Data-driven customer segmentation: Assessing disparities in COVID impact on public transit user groups and recovery. Vol Master in City Planning, Master of Science in Transportation. MASSACHUSETTS INSTITUTE OF TECHNOLOGY; 2021.
Shenhao Wang, Qingyi Wang, Nate Bailey, Jinhua Zhao. Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective. Transportation Research Part B. 2021.
Yunhan Zheng. Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models. Vol Master in City Planning and Master of Science in Transportation. MASSACHUSETTS INSTITUTE OF TECHNOLOGY; 2021.
Yunhan Zheng, Shenhao Wang, Jinhua Zhao. Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models. Transportation Research Part C. 2021.
Zhejing Cao, Xiaohu Zhang, Chua K, Yu H, Jinhua Zhao. E-scooter sharing to serve short-distance transit trips: a Singapore Case. Transportation Research Part A. 2021.
Su T, M. Renda E, Jinhua Zhao. Examining the Discrepancies between Self-Reported and Actual Commuting Behavior at the Individual Level. Transportation Research Record. 2021.
Su T, M Renda E, Jinhua Zhao. Examining the discrepancies between self-reported and actual commuting behavior at the individual level. Transportation Research Record. 2021.
Patrick S. Meredith-Karam. Exogenous drivers of public transit and ride-hailing ridership: a study of policy intervention, COVID-19, and the relationship between ride-hailing and public transit in Chicago. Vol Master of Science in Transportation and Master of Science in Technology and Policy. Cambridge: Massachusetts Institute of Technology; 2021.
Luo R, Fan Y, Yang X, Jinhua Zhao, Zheng S. The impact of social externality information on fostering sustainable travel mode choice: A behavioral experiment in Zhengzhou, China. Transportation Research Part A: Policy and Practice. 2021.
Baichuan Mo, Wang QY, Joanna Moody, Yu Shen, Jinhua Zhao. Impacts of subjective evaluations and inertia from use of existing travel modes on adoption of autonomous mobility-on-demand. Transportation Research Part C. 2021.
Baichuan Mo, Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao. Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach. IEEE Transactions on Intelligent Transportation Systems. 2021.
Yunhan Zheng, Joanna Moody, Shenhao Wang, Jinhua Zhao. Measuring policy leakage of Beijing’s car ownership restriction. Transportation Research Part A: Policy and Practice. 2021.
Xiaohu Zhang, Yu Shen, Jinhua Zhao. The Mobility Pattern of Dockless Bike Sharing: A Four-month Study in Singapore. Transportation Research Part D. 2021.
Farr L. Parking policy as a mechanism to reduce car ownership and use. Vol Master in City Planning . MASSACHUSETTS INSTITUTE OF TECHNOLOGY; 2021.
Peyman Noursalehi, Haris N. Koutsopoulos, Jinhua Zhao. Predictive decision support platform and its application in crowding prediction and passenger information generation. Transportation Research Part C. 2021.

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