99 citations · 702 across the 46 of their papers we have counts for
5 papers · 1 filter
On the Statistics of Urban Street Networks
Jerome Benoit, Saif Eddin Jabari
We investigate urban street networks as a whole within the frameworks of information physics and statistical physics. Urban street networks are envisaged as evolving social systems…
Position weighted backpressure intersection control for urban networks
Li Li, Saif Eddin Jabari
Decentralized intersection control techniques have received attention in the literature as tools that address scalability issues of network intersection control. Chief among these…
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…
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…
Sparse Travel Time Estimation from Streaming Data
Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip
We address two shortcomings in online travel time estimation methods for congested urban traffic. The first shortcoming is related to the determination of the number of mixture mod…