442 citations · 443 across the 3 of their papers we have counts for
3 papers
cs.MA2018
An Agent-Based Simulation Model for Optimization of the Signalized Intersection Connected to Freeway On-Ramp
Xuejin Wen
Unlike most existing studies on off-ramp traffic signal control, this paper focuses on the optimization problem of the signalized intersection connected to freeway on-ramps. Confli…
cs.MA2018★ 1 cited
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment
Xuejin Wen
A work zone bottleneck in a roadway network can cause traffic delays, emissions and safety issues. Accurate measurement and prediction of work zone travel time can help travelers m…
stat.ML2017★ 442 cited
Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach
Lei Lin, Zhengbing He, Srinivas Peeta
This study proposes a novel Graph Convolutional Neural Network with Data-driven Graph Filter (GCNN-DDGF) model that can learn hidden heterogeneous pairwise correlations between sta…