Laplacian Convolutional Representation for Traffic Time Series
Imputation

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Laplacian Convolutional Representation for Traffic Time Series Imputation

3 December 2022

Xinyu Chen

HanQin Cai

Nicolas Saunier

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Papers citing "Laplacian Convolutional Representation for Traffic Time Series Imputation"

13 / 13 papers shown

Title
Property Inheritance for Subtensors in Tensor Train Decompositions HanQin Cai Longxiu Huang 73 0 0 15 Apr 2025
CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety Oriented Research and Digital Twins Ou Zheng Mohamed Abdel-Aty Lishengsa Yue Amr Abdelraouf Zijin Wang Nada Mahmoud 127 128 0 23 Aug 2022
Low-Rank Hankel Tensor Completion for Traffic Speed Estimation Xudong Wang Yuankai Wu Dingyi Zhuang Lijun Sun 57 41 0 21 May 2021
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation Xinyu Chen Mengying Lei Nicolas Saunier Lijun Sun 67 105 0 30 Apr 2021
Time Series Forecasting via Learning Convolutionally Low-Rank Models Guangcan Liu AI4TS 63 13 0 23 Apr 2021
Scalable Low-Rank Tensor Learning for Spatiotemporal Traffic Data Imputation Xinyu Chen Yixian Chen Nicolas Saunier Lijun Sun AI4TS 57 60 0 07 Aug 2020
Bayesian Temporal Factorization for Multidimensional Time Series Prediction Xinyu Chen Lijun Sun AI4TS 61 212 0 14 Oct 2019
Recovery of Future Data via Convolution Nuclear Norm Minimization Guangcan Liu Wayne Zhang AI4TS 59 20 0 06 Sep 2019
The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems R. Krajewski Julian Bock Laurent Kloeker L. Eckstein 88 997 0 11 Oct 2018
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm Canyi Lu Jiashi Feng Yudong Chen Wen Liu Zhouchen Lin Shuicheng Yan 93 764 0 10 Apr 2018
Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space Tatsuya Yokota B. Erem Seyhmus Guler Simon K. Warfield H. Hontani 38 94 0 05 Apr 2018
Tensor-based formulation and nuclear norm regularization for multi-energy computed tomography O. Semerci Ning Hao M. Kilmer Eric L. Miller MedIm 83 353 0 19 Jul 2013
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 131 3,226 0 14 Oct 2010

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