Segformer: Segment-Based Transformer with Decomposition for Long-Term Series Forecasting

Author:

Chen Jinhua1,Fan Jin1,Liu Zhen2,Xiang Jiaqian2,Wu Jia3

Affiliation:

1. HDU-ITMO Joint Institute, Hangzhou Dianzi University,Zhejiang,China

2. Hangzhou Dianzi University,Computer Science and Technology,Zhejiang,China

3. School of Computing, Macquarie University,Sydney,Australia

Publisher

IEEE

Reference37 articles.

1. Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling

2. A Comprehensive Survey on Graph Anomaly Detection with Deep Learning

3. Attention is all you need;vaswani;In Proceedings of the 31st International Conference on Neural Information Processing Systems,2017

4. Unsupervised feature learning from time series;zhang;Proceedings of the International Joint Conference on Artificial Intelligence,2016

5. Stl: A seasonal-trend decomposition procedure based on loess;cleveland;Journal of Official Statistics,1990

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