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Jinhua Zhao · Study
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Author
Jinhua Zhao
71 works
· latest 2026
· 3 institutions
cluster: provisional
ORCID 0000-0002-1929-7583
Works
60 shown
Large language models for travel behavior prediction
Transportation Research Interdisciplinary Perspectives
·
2026
·
5 authors
·
Open access
9
citations
Impacts of the built environment on remote work choices and preferences
Cities
·
2025
·
4 authors
11
citations
Robust Reinforcement Learning Strategies with Evolving Curriculum for Efficient Bus Operations in Smart Cities
Smart Cities
·
2024
·
8 authors
·
Open access
6
citations
Comparing hundreds of machine learning and discrete choice models for travel demand modeling: An empirical benchmark
Transportation Research Part B Methodological
·
2024
·
5 authors
·
Open access
55
citations
Impacts of remote work on vehicle miles traveled and transit ridership in the USA
Nature Cities
·
2024
·
5 authors
30
citations
Inferring mobility of care travel behavior from transit smart fare card data
Journal of Public Transportation
·
2024
·
8 authors
·
Open access
10
citations
Deep hybrid model with satellite imagery: How to combine demand modeling and computer vision for travel behavior analysis?
Transportation Research Part B Methodological
·
2023
·
7 authors
·
Open access
15
citations
Examining the interactions between working from home, travel behavior and change in car ownership due to the impact of COVID-19
Travel Behaviour and Society
·
2023
·
4 authors
·
Open access
18
citations
The impacts of remote work on travel: insights from nearly three years of monthly surveys
arXiv (Cornell University)
·
2023
·
4 authors
·
preprint
·
Open access
7
citations
Robust path recommendations during public transit disruptions under demand uncertainty
Transportation Research Part B Methodological
·
2023
·
4 authors
·
Open access
29
citations
Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach
Transportation Science
·
2022
·
4 authors
·
Open access
18
citations
Identifying hidden visits from sparse call detail record data
Transactions in Urban Data Science and Technology
·
2022
·
3 authors
·
Open access
10
citations
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
·
6 authors
·
Open access
34
citations
Inferring passenger responses to urban rail disruptions using smart card data: A probabilistic framework
Transportation Research Part E Logistics and Transportation Review
·
2022
·
3 authors
·
Open access
45
citations
Cooperative Bus Holding and Stop-Skipping: A Deep Reinforcement Learning Framework
SSRN Electronic Journal
·
2022
·
4 authors
·
preprint
·
Open access
27
citations
Impact of Unplanned Long-Term Service Disruptions on Urban Public Transit Systems
IEEE Open Journal of Intelligent Transportation Systems
·
2022
·
5 authors
·
Open access
22
citations
User satisfaction and service quality improvement priority of bus rapid transit in Belo Horizonte, Brazil
Case Studies on Transport Policy
·
2021
·
6 authors
·
Open access
33
citations
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
Transportation Research Part C Emerging Technologies
·
2021
·
3 authors
·
Open access
46
citations
Using Fuzzy Clustering of User Perception to Determine the Number of Level-of-Service Categories for Bus Rapid Transit
Journal of Public Transportation
·
2021
·
4 authors
·
Open access
14
citations
Examining the Discrepancies between Self-Reported and Actual Commuting Behavior at the Individual Level
Transportation Research Record Journal of the Transportation Research Board
·
2021
·
3 authors
8
citations
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
·
4 authors
·
Open access
49
citations
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
·
5 authors
·
Open access
21
citations
Comparison of Door-to-Door Transit Travel Time Estimation Using Schedules, Real-Time Vehicle Arrivals, and Smartcard Inference Methods
Transportation Research Record Journal of the Transportation Research Board
·
2021
·
6 authors
12
citations
The mobility pattern of dockless bike sharing: A four-month study in Singapore
Transportation Research Part D Transport and Environment
·
2021
·
3 authors
·
Open access
71
citations
Leveraging Individual and Collective Regularity to Profile and Segment User Locations from Mobile Phone Data
ACM Transactions on Management Information Systems
·
2021
·
3 authors
9
citations
Demand management in urban railway systems: strategy, design, evaluation, monitoring and technology
Edward Elgar Publishing eBooks
·
2021
·
4 authors
·
chapter
8
citations
Measuring policy leakage of Beijing’s car ownership restriction
Transportation Research Part A Policy and Practice
·
2021
·
4 authors
·
Open access
32
citations
Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
Transportation Research Part B Methodological
·
2021
·
3 authors
·
Open access
60
citations
Calibrating Path Choices and Train Capacities for Urban Rail Transit Simulation Models Using Smart Card and Train Movement Data
Journal of Advanced Transportation
·
2021
·
4 authors
·
Open access
26
citations
Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach
arXiv (Cornell University)
·
2021
·
4 authors
·
preprint
·
Open access
11
citations
Travel behavior as a driver of attitude: Car use and car pride in U.S. cities
Transportation Research Part F Traffic Psychology and Behaviour
·
2020
·
2 authors
·
Open access
55
citations
Deep neural networks for choice analysis: Extracting complete economic information for interpretation
Transportation Research Part C Emerging Technologies
·
2020
·
3 authors
117
citations
What prompts the adoption of car restriction policies among Chinese cities
International Journal of Sustainable Transportation
·
2020
·
3 authors
·
Open access
8
citations
Discovering latent activity patterns from transit smart card data: A spatiotemporal topic model
Transportation Research Part C Emerging Technologies
·
2020
·
3 authors
·
Open access
70
citations
Deep neural networks for choice analysis: Architecture design with alternative-specific utility functions
Transportation Research Part C Emerging Technologies
·
2020
·
3 authors
·
Open access
111
citations
Transportation policy profiles of Chinese city clusters: A mixed methods approach
Transportation Research Interdisciplinary Perspectives
·
2019
·
4 authors
·
Open access
18
citations
Public perceptions of autonomous vehicle safety: An international comparison
Safety Science
·
2019
·
2 authors
·
Open access
239
citations
A randomized controlled trial in travel demand management
Transportation
·
2019
·
3 authors
·
Open access
35
citations
Demand management of congested public transport systems: a conceptual framework and application using smart card data
Transportation
·
2019
·
4 authors
·
Open access
63
citations
Car pride and its bidirectional relations with car ownership: Case studies in New York City and Houston
Transportation Research Part A Policy and Practice
·
2019
·
2 authors
·
Open access
62
citations
An Empirical Study of Using Deep Neural Network to Analyze Travel Mode Choice with Interpretable Economic Information
Transportation Research Board 98th Annual MeetingTransportation Research Board
·
2019
·
2 authors
6
citations
Car pride and its behavioral implications: an exploration in Shanghai
Transportation
·
2018
·
2 authors
·
Open access
53
citations
Impact of Built Environment on First- and Last-Mile Travel Mode Choice
Transportation Research Record Journal of the Transportation Research Board
·
2018
·
3 authors
·
Open access
65
citations
Detecting pattern changes in individual travel behavior: A Bayesian approach
Transportation Research Part B Methodological
·
2018
·
3 authors
56
citations
Understanding the usage of dockless bike sharing in Singapore
International Journal of Sustainable Transportation
·
2018
·
3 authors
·
Open access
421
citations
Individual mobility prediction using transit smart card data
Transportation Research Part C Emerging Technologies
·
2018
·
3 authors
140
citations
The distributional effects of lotteries and auctions—License plate regulations in Guangzhou
Transportation Research Part A Policy and Practice
·
2017
·
2 authors
24
citations
Gaining Acceptance by Informing the People? Public Knowledge, Attitudes, and Acceptance of Transportation Policies
Journal of Planning Education and Research
·
2017
·
2 authors
·
Open access
20
citations
Redesigning subway map to mitigate bottleneck congestion: An experiment in Washington DC using Mechanical Turk
Transportation Research Part A Policy and Practice
·
2017
·
5 authors
15
citations
Measuring Regularity of Individual Travel Patterns
IEEE Transactions on Intelligent Transportation Systems
·
2017
·
4 authors
122
citations
Enabling Bus Transit Service Quality Co-Monitoring Through Smartphone-Based Platform
Transportation Research Record Journal of the Transportation Research Board
·
2017
·
7 authors
·
Open access
12
citations
Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity With a Metamodel Approach
IEEE Transactions on Intelligent Transportation Systems
·
2016
·
4 authors
·
Open access
33
citations
Inferring patterns in the multi-week activity sequences of public transport users
Transportation Research Part C Emerging Technologies
·
2016
·
3 authors
·
Open access
197
citations
Reducing Subway Crowding: Analysis of an Off-Peak Discount Experiment in Hong Kong
Transportation Research Record Journal of the Transportation Research Board
·
2016
·
5 authors
·
Open access
65
citations
Individual-Level Trip Detection using Sparse Call Detail Record Data based on Supervised Statistical Learning
Transportation Research Board 95th Annual MeetingTransportation Research Board
·
2016
·
3 authors
11
citations
Development of Level-of-Service Criteria based on a Single Measure for BRT in China
Journal of Public Transportation
·
2015
·
4 authors
·
Open access
7
citations
Modelling bus delay at bus stop
Transport
·
2015
·
4 authors
·
Open access
33
citations
Smart Devices and Travel Time Use by Bus Passengers in Vancouver, Canada
International Journal of Sustainable Transportation
·
2014
·
3 authors
55
citations
Measuring Bus Service Reliability: An Example of Bus Rapid Transit in Changzhou
Journal of Public Transportation
·
2014
·
4 authors
·
Open access
17
citations
Customer Loyalty Differences between Captive and Choice Transit Riders
Transportation Research Record Journal of the Transportation Research Board
·
2014
·
3 authors
128
citations