Traffic Data Imputation using Deep Convolutional Neural Networks

21 January 2020

Papers citing "Traffic Data Imputation using Deep Convolutional Neural Networks"

7 / 7 papers shown

Title
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation Yiming Wang Hao Peng Senzhang Wang Haohua Du Chunyang Liu Jia Wu Guanlin Wu AI4TS 13 0 0 09 Jun 2025
Generalized adaptive smoothing based neural network architecture for traffic state estimation Chuhan Yang Sai Venkata Ramana Ambadipudi Saif Eddin Jabari 60 3 0 09 Jan 2023
Dynamic Spatiotemporal Graph Convolutional Neural Networks for Traffic Data Imputation with Complex Missing Patterns Yuebing Liang Zhan Zhao Lijun Sun GNN AI4TS 108 63 0 17 Sep 2021
Learning Traffic Speed Dynamics from Visualizations Bilal Thonnam Thodi Z. Khan Saif Eddin Jabari M. Menéndez 57 7 0 04 May 2021
Estimating Traffic Speeds using Probe Data: A Deep Neural Network Approach Felix Rempe P. Franeck Klaus Bogenberger 3DV 59 2 0 19 Apr 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
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning Wenqing Li Chuhan Yang Saif Eddin Jabari 69 19 0 08 Jan 2020