Compatible Transformer for Irregularly Sampled Multivariate Time Series

Author:

Wei Yuxi1,Peng Juntong1,He Tong2,Xu Chenxin1,Zhang Jian2,Pan Shirui3,Chen Siheng1

Affiliation:

1. Shanghai Jiao Tong University,Cooperative Medianet Innovation Center

2. Amazon Web Service

3. University of Technology,Sydney

Publisher

IEEE

Reference25 articles.

1. Multivariate Time Series Classification by Combining Trend-Based and Value-Based Approximations

2. GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning

3. Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning;Xu;arXiv preprint arXiv:2206.13114,2022

4. Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction

5. Graph-guided network for irregularly sampled multivariate time series;Zhang;arXiv preprint arXiv:2110.05357,2021

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1. Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

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