1k citations · 1.6k across the 56 of their papers we have counts for
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stat.AP2014★ 36 cited
Bayesian Particle Tracking of Traffic Flows
Nicholas Polson, Vadim Sokolov
We develop a Bayesian particle filter for tracking traffic flows that is capable of capturing non-linearities and discontinuities present in flow dynamics. Our model includes a hid…
stat.AP2014★ 25 cited
Bayesian analysis of traffic flow on interstate I-55: The LWR model
Nicholas Polson, Vadim Sokolov
Transportation departments take actions to manage traffic flow and reduce travel times based on estimated current and projected traffic conditions. Travel time estimates and foreca…