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Xiaoxu Chen
Xiaoxu Chen
Postdoc, McGill University
E-mailová adresa ověřena na: mail.mcgill.ca
Název
Citace
Citace
Rok
Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model
X Chen, Z Cheng, JG Jin, M Trépanier, L Sun
Transportation Science 57 (6), 1516-1535, 2023
232023
Trip mode inference from mobile phone signaling data using logarithm Gaussian mixture model
X Chen, C Yang, X Xu
Journal of Transport and Land Use 13 (1), 429-445, 2020
162020
Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression
X Chen, C Zhang, X Chen, N Saunier, L Sun
IEEE Transactions on Knowledge and Data Engineering, 2023
122023
Anomaly Detection in Metro Passenger Flow Based on Random Matrix Theory
X Chen, C Yang, X Xu, Y Gong
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 625-630, 2019
72019
Bayesian inference for link travel time correlation of a bus route
X Chen, Z Cheng, L Sun
Transportmetrica B: Transport Dynamics 12 (1), 2416181, 2024
62024
Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach
C Yang, X Chen, L Sun, H Yang, Y Wu
arXiv preprint arXiv:2308.01011, 2023
62023
A Bayesian Gaussian Mixture Model for Probabilistic Modeling of Car-Following Behaviors
X Chen, C Zhang, Z Cheng, Y Hou, L Sun
IEEE Transactions on Intelligent Transportation Systems, 2023
42023
Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression
X Chen, Z Cheng, AM Schmidt, L Sun
Transportation Research Part B: Methodological 192, 103147, 2025
12025
ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks
W Cai, K Wang, H Wu, X Chen, Y Wu
arXiv preprint arXiv:2405.18036, 2024
12024
Bayesian Inference of Time-Varying Origin-Destination Matrices from Boarding/Alighting Counts for Transit Services
X Chen, Z Cheng, L Sun
arXiv preprint arXiv:2403.04742, 2024
12024
Understanding bus delay patterns under different temporal and weather conditions: A Bayesian Gaussian mixture model
X Chen, S Saidi, L Sun
Transportation Research Part C: Emerging Technologies 171, 105000, 2025
2025
Long-Term Airport Network Performance Forecasting With Linear Diffusion Graph Networks
Y Wu, J Yang, X Chen, Y Lin, H Yang
IEEE Transactions on Intelligent Transportation Systems, 2024
2024
Bayesian inference and forecasting methods in public transit systems
X Chen
McGill University, 2024
2024
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Články 1–13