Learning Traffic Flow Dynamics using Random Fields

v1v2 (latest)

Learning Traffic Flow Dynamics using Random Fields

22 June 2018

Saif Eddin Jabari

Bilal Thonnam Thodi

ArXiv (abs)PDF HTML

Papers citing "Learning Traffic Flow Dynamics using Random Fields"

6 / 6 papers shown

Title
Generalized adaptive smoothing based neural network architecture for traffic state estimation Chuhan Yang Sai Venkata Ramana Ambadipudi Saif Eddin Jabari 71 3 0 09 Jan 2023
Learning Traffic Speed Dynamics from Visualizations Bilal Thonnam Thodi Z. Khan Saif Eddin Jabari M. Menéndez 57 7 0 04 May 2021
Incorporating Kinematic Wave Theory into a Deep Learning Method for High-Resolution Traffic Speed Estimation Bilal Thonnam Thodi Z. Khan Saif Eddin Jabari M. Menéndez 45 42 0 04 Feb 2021
Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems Yue Wang Esha Sarkar Wenqing Li Michail Maniatakos Saif Eddin Jabari AAML 156 64 0 17 Mar 2020
Traffic Data Imputation using Deep Convolutional Neural Networks O. Benkraouda Bilal Thonnam Thodi H. Yeo M. Menéndez Saif Eddin Jabari 42 29 0 21 Jan 2020
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning Wenqing Li Chuhan Yang Saif Eddin Jabari 69 19 0 08 Jan 2020