Research output per year
Research output per year
Personal profile
Research interests
- Multi-modal Transportation Network Modelling
- Data-driven Modelling and Optimisation
- Machine Learning and Data Mining in Infrastructure Systems
- Transportation Operation and Management
- Dynamic Large-scale Network Simulation
- Urban Computing
- Smart Cities
Education/Academic qualification
Master of Science in Civil and Environmental Engineering, Carnegie Mellon University
Master of Science in Machine Learning, Carnegie Mellon University
Doctor of Philosophy in Civil and Environmental Engineering, Carnegie Mellon University
Bachelor of Engineering in Civil Engineering, Tsinghua University
Bachelor of Science in Pure and Applied Mathematics, Tsinghua University
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images
Zhang, C., Ho, H. W., Lam, W. H. K., Ma, W., Wong, S. C. & Chow, A. H. F., 2022, (Accepted/In press) In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
A bi-objective reliable path-finding algorithm for battery electric vehicle routing
Chen, X. W., Chen, B. Y., Lam, W. H. K., Tam, M. L. & Ma, W., 15 Nov 2021, In: Expert Systems with Applications. 182, 115228.Research output: Journal article publication › Journal article › Academic research › peer-review
2 Citations (Scopus) -
COVID-19, community response, public policy, and travel patterns: A tale of Hong Kong
Chan, H. Y., Chen, A., Ma, W., Sze, N. N. & Liu, X., Jun 2021, In: Transport Policy. 106, p. 173-184 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access15 Citations (Scopus) -
High-resolution traffic sensing with probe autonomous vehicles: A data-driven approach
Ma, W. & Qian, S., 2 Jan 2021, In: Sensors (Switzerland). 21, 2, p. 1-35 35 p., 464.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access4 Citations (Scopus) -
LANE-BASED TRAVEL TIME ESTIMATION FOR MULTIPLE VEHICLE TYPES: A VEHICLE REIDENTIFICATION APPROACH
Zhang, C., Ho, H. W., Lam, W. H. K., Ma, W., Wong, S. C. & Chow, A. H. F., 2021, Proceedings of the 25th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2021: Sustainable Mobility. Wong, R. C. P., Zhou, J. & Szeto, W. Y. (eds.). Hong Kong Society for Transportation Studies Limited, p. 2-10 9 p. (Proceedings of the 25th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2021: Sustainable Mobility).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review