Incorporating travel behavior regularity into passenger flow forecasting

Lijun Sun , Zhanhong Cheng , Martin Trepanier
arXiv: Applications

21
2020
Modeling bike-sharing demand using a regression model with spatially varying coefficients

Lijun Sun , Xudong Wang , Zhanhong Cheng , Martin Trépanier
Journal of Transport Geography 93 103059

19
2021
Paradox links can improve system efficiency: An illustration in traffic assignment problem

Jia Yao , Wenhua Huang , Anthony Chen , Zhanhong Cheng
Transportation Research Part B-methodological 129 35 -49

1
2019
Evaluation of exclusive bus lanes in a tri-modal road network incorporating carpooling behavior

Jia Yao , Zhanhong Cheng , Feng Shi , Shi An
Transport Policy 68 130 -141

3
2018
Traffic assignment paradox incorporating congestion and stochastic perceived error simultaneously

Jia Yao , Zhanhong Cheng , Jingtong Dai , Anthony Chen
Transportmetrica 15 ( 2) 307 -325

1
2019
Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes

Zhanhong Cheng , Xudong Wang , Xinyuan Chen , Martin Trépanier
IEEE Open Journal of Intelligent Transportation Systems 3 763 -771

1
2022
Adaptive pushbutton control for signalized pedestrian midblock crossings

Fan Wu , Huiyu Chen , Kaizhe Hou , Zhanhong Cheng
Journal of transportation engineering, Part A: Systems 148 ( 4) 04022011 -04022011

4
2022
Probabilistic model for destination inference and travel pattern mining from smart card data

Zhanhong Cheng , Martin Trépanier , Lijun Sun
Transportation 48 ( 4) 2035 -2053

45
2021
Real-time forecasting of metro origin-destination matrices with high-order weighted dynamic mode decomposition

Zhanhong Cheng , Martin Trépanier , Lijun Sun
Transportation science 56 ( 4) 904 -918

31
2022
Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model

Xiaoxu Chen , Zhanhong Cheng , Jian Gang Jin , Martin Trépanier
Transportation Science 57 ( 6) 1516 -1535

8
2023
Quantifying out-of-station waiting time in oversaturated urban metro systems

Kangli Zhu , Zhanhong Cheng , Jianjun Wu , Fuya Yuan
Communications in Transportation Research 2 100052 -100052

11
2022
Laplacian Convolutional Representation for Traffic Time Series Imputation

Xinyu Chen , Zhanhong Cheng , HanQin Cai , Nicolas Saunier
arXiv preprint arXiv:2212.01529

9
2022
Individual Mobility Prediction via Attentive Marked Temporal Point Processes

Yuankai Wu , Zhanhong Cheng , Lijun Sun
arXiv preprint arXiv:2109.02715

3
2021
Bayesian inference for link travel time correlation of a bus route

Xiaoxu Chen , Zhanhong Cheng , Lijun Sun
arXiv preprint arXiv:2202.09485

2
2022
A Bayesian Gaussian Mixture Model for Probabilistic Modeling of Car-Following Behaviors

Xiaoxu Chen , Chengyuan Zhang , Zhanhong Cheng , Yuang Hou
IEEE Transactions on Intelligent Transportation Systems

1
2023
Traffic state estimation from vehicle trajectories with anisotropic Gaussian processes

Fan Wu , Zhanhong Cheng , Huiyu Chen , Zhijun Qiu
Transportation Research Part C: Emerging Technologies 163 104646 -104646

2024
2024
Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression

Xiaoxu Chen , Zhanhong Cheng , Alexandra M Schmidt , Lijun Sun
arXiv preprint arXiv:2401.17387

2024
Analysis of a multiplicative hybrid route choice model in stochastic assignment paradox

Zhanhong Cheng , Jia Yao , Anthony Chen , Shi An
Transportmetrica A: Transport Science 18 ( 3) 1544 -1568

3
2022
A large-scale empirical study on impacting factors of taxi charging station utilization

Haiming Cai , Fan Wu , Zhanhong Cheng , Binliang Li
Transportation Research Part D: Transport and Environment 118 103687 -103687

7
2023