Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning Performance

Author:

Kambale Witesyavwirwa Vianney1,Kadurha David Krame2,Deeb Ali1,Machot Fadi Al3,Bernabia Taha4,Kyamakya Kyandoghere1

Affiliation:

1. Institute for Smart Systems Technologies Universitaet Klagenfurt,Klagenfurt,Austria

2. Université Libre des Pays des Grands Lacs (ULPGL),Génie Electrique et Informatique,Goma,Democratic Republic of Congo

3. Norwegian University of Life Sciences (NMBU),Faculty of Science and Technology,Ås,Norway

4. Institute of Maintenance and Industrial Security University of Oran 2,Oran,Algeria

Publisher

IEEE

Reference24 articles.

1. Long Term Electricity Forecast: A Systematic Review

2. Attention is all you need;Vaswani;Advances in Neural Information Processing Systems,2017

3. BERT: a review of applications in natural language processing and understanding;Koroteev;arXiv preprint arXiv:2103.11943,2021

4. Transformer-Based Acoustic Modeling for Hybrid Speech Recognition

5. Transformer in Computer Vision

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