Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic
Data Imputation

Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation

30 April 2021

Xinyu Chen

Nicolas Saunier

Papers citing "Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation"

8 / 8 papers shown

Title
Kernel Dynamic Mode Decomposition For Sparse Reconstruction of Closable Koopman Operators Nishant Panda Himanshu Singh J. Nathan Kutz 34 0 0 11 May 2025
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Zhihao Zeng Ziquan Fang Yuting Huang Lu Chen Yunjun Gao 65 0 0 15 Mar 2025
Knowledge-data fusion oriented traffic state estimation: A stochastic physics-informed deep learning approach Ting Wang Ye Li Rongjun Cheng Guojian Zou Takao Dantsujic Dong Ngoduy 32 2 0 01 Sep 2024
Physics-Informed Deep Learning For Traffic State Estimation: A Survey and the Outlook Xuan Di Rongye Shi Zhaobin Mo Yongjie Fu PINN AI4TS AI4CE 29 28 0 03 Mar 2023
Laplacian Convolutional Representation for Traffic Time Series Imputation Xinyu Chen Zhanhong Cheng HanQin Cai Nicolas Saunier Lijun Sun AI4TS 30 16 0 03 Dec 2022
A Parameter-free Nonconvex Low-rank Tensor Completion Model for Spatiotemporal Traffic Data Recovery Yang He Yuheng Jia Liyang Hu Chengchuan An Zhenbo Lu Jingxin Xia 24 2 0 28 Sep 2022
Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection Xudong Wang L. Miranda-Moreno Lijun Sun 19 13 0 08 Oct 2021
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation Xinyu Chen Jin-Ming Yang Lijun Sun AI4TS 34 135 0 23 Mar 2020