output
20182023
most citedBayesian Temporal Factorization for Multidimensional Time Series Prediction

268 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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3 papers · 1 filter

stat.AP2022★ 12 cited

Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes

Zhanhong Cheng, Xudong Wang, Xinyuan Chen +2

Modeling the relationship between vehicle speed and density on the road is a fundamental problem in traffic flow theory. Recent research found that using the least-squares (LS) met…

stat.AP2021★ 77 cited

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

Zhanhong Cheng, Martin Trepanier, Lijun Sun

Forecasting the short-term ridership among origin-destination pairs (OD matrix) of a metro system is crucial in real-time metro operation. However, this problem is notoriously diff…

stat.AP2020★ 54 cited

Incorporating travel behavior regularity into passenger flow forecasting

Zhanhong Cheng, Martin Trepanier, Lijun Sun

Accurate forecasting of passenger flow (i.e., ridership) is critical to the operation of urban metro systems. Previous studies mainly model passenger flow as time series by aggrega…