32 citations · 51 across the 2 of their papers we have counts for
2 papers
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…
stat.ML2018★ 32 cited
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…