ConvGRU-TSNet: A Novel Deep Learning Approach for Multivariate Time Series Prediction

Author:

She Jingke1,Gong Shanshan1,Yang Suyuan1,Shi Tianzi1,Lu Shaofei1,Wu Heng2

Affiliation:

1. Hunan University,College of Computer Science and Electronic Engineering,Changsha,China

2. West Virginia State University,Department of Mathematics and Computer Science,Morgantown,USA

Publisher

IEEE

Reference21 articles.

1. Modeling long- and short-term temporal patterns with deep neural networks;lai;CoRR,2017

2. A memory-network based solution for multivariate time-series forecasting;chang;CoRR,2018

3. DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series prediction

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