Abnormal metro passenger demand is predictable from alighting and boarding correlation
A blog for the paper: “Abnormal metro passenger demand is predictable from alighting and boarding correlation” published in Transportation Research Part C: Emerging Technologies. Short summary: Certain abnormal metro passenger...
Significance test of multinomial logit model coefficients in PyTorch
Why not use an existing packages? In my recent work on using graph neural networks (GNN) in DCM, the idea of implementing the multinomial logit (MNL) model in PyTorch with...
Errata for “probabilistic model for destination inference and travel pattern mining from smart card data”
Cheng, Z., Trépanier, M., & Sun, L. (2020). Probabilistic model for destination inference and travel pattern mining from smart card data. Transportation, 1-19. This is my first first-authored paper. But...
Archived news
June 2025: paper “Abnormal metro passenger demand is predictable from alighting and boarding correlation” (authors: Zhanhong Cheng, Jiawei Wang, Martin Trépanier, and Lijun Sun) was accepted by Transportation Research Part...