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 Science in Pure and Applied Mathematics, Tsinghua University
Bachelor of Engineering in Civil Engineering, Tsinghua University
Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
Research output
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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
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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 Access1 Citation (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 Access2 Citations (Scopus) -
Short-term origin-destination demand prediction in urban rail transit systems: A channel-wise attentive split-convolutional neural network method
Zhang, J., Che, H., Chen, F., Ma, W. & He, Z., Mar 2021, In: Transportation Research Part C: Emerging Technologies. 124, 102928.Research output: Journal article publication › Journal article › Academic research › peer-review
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Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs
Ma, W., Pi, X. & Qian, S., Oct 2020, In: Transportation Research Part C: Emerging Technologies. 119, 102747.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access3 Citations (Scopus)