93 citations · 235 across the 9 of their papers we have counts for
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2 papers · 1 filter
stat.ML2018★ 19 cited
Learning Traffic Flow Dynamics using Random Fields
Saif Eddin Jabari, Deepthi Mary Dilip, DianChao Lin +1
This paper presents a mesoscopic traffic flow model that explicitly describes the spatio-temporal evolution of the probability distributions of vehicle trajectories. The dynamics a…
eess.SY2018★ 57 cited
Traffic state estimation using stochastic Lagrangian dynamics
Fangfang Zheng, Saif Eddin Jabari, Henry X. Liu +1
This paper proposes a new stochastic model of traffic dynamics in Lagrangian coordinates. The source of uncertainty is heterogeneity in driving behavior, captured using driver-spec…