publications

2021

  1. Short-term origin-destination demand prediction in urban rail transit systems: A channel-wise attentive split-convolutional neural network method Zhang, Jinlei, Che, Hongshu, Chen, Feng, Ma, Wei, and He, Zhengbing Transportation Research Part C: Emerging Technologies 2021
  2. COVID-19, community response, public policy, and travel patterns: A tale of Hong Kong Chan, Ho-Yin, Chen, Anthony, Ma, Wei, Sze, Nang-Ngai, and Liu, Xintao Transport Policy 2021
  3. A Bi-objective Reliable Path-Finding Algorithm for Battery Electric Vehicle Routing Chen, Xiao-Wei, Chen, Bi Yu, Lam, William HK, Tam, Mei Lam, and Ma, Wei Expert Systems with Applications 2021
  4. High-Resolution Traffic Sensing with Probe Autonomous Vehicles: A Data-Driven Approach Ma, Wei, and Qian, Sean Sensors 2021

2020

  1. Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs Ma, Wei, Pi, Xidong, and Qian, Sean Transportation Research Part C: Emerging Technologies 2020
  2. Measuring and reducing the disequilibrium levels of dynamic networks with ride-sourcing vehicle data Ma, Wei, and Qian, Sean Transportation Research Part C: Emerging Technologies 2020

2019

  1. A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking Pi, Xidong, Ma, Wei, and Qian, Zhen Sean Transportation Research Part C: Emerging Technologies 2019
  2. Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption Ma, Wei, and Chen, George H In Advances in Neural Information Processing Systems 2019
  3. A deep learning approach to real-time parking occupancy prediction in transportation networks incorporating multiple spatio-temporal data sources Yang, Shuguan, Ma, Wei, Pi, Xidong, and Qian, Sean Transportation Research Part C: Emerging Technologies 2019

2018

  1. Statistical inference of probabilistic origin-destination demand using day-to-day traffic data Ma, Wei, and Qian, Zhen Sean Transportation Research Part C: Emerging Technologies 2018
  2. Estimating multi-year 24/7 origin-destination demand using high-granular multi-source traffic data Ma, Wei, and Qian, Zhen Sean Transportation Research Part C: Emerging Technologies 2018

2017

  1. On the variance of recurrent traffic flow for statistical traffic assignment Ma, Wei, and Qian, Zhen Sean Transportation Research Part C: Emerging Technologies 2017