Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting
Author:
Affiliation:
1. College of Computer Science and Technology, Zhejiang University, Hangzhou, China
2. Alibaba Group, Hangzhou, China
Funder
National Key Research and Development Program of China
Alibaba-Zhejiang University Joint Research Institute of Frontier Technologies
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Theory and Mathematics,Computer Science Applications,Information Systems
Link
http://xplorestaging.ieee.org/ielx7/69/10251471/10105527.pdf?arnumber=10105527
Reference46 articles.
1. Temporal pattern attention for multivariate time series forecasting
2. GMAN: A Graph Multi-Attention Network for Traffic Prediction
3. A memory-network based solution for multivariate time-series forecasting;chang,2018
4. Factorised neural relational inference for multi-interaction systems;webb,2019
5. A Comprehensive Survey on Graph Neural Networks
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