Transformers for Multivariate Time Series Forecasting: Comprehensive Analysis, Challenges, Research Opportunities, and Future Prospects

IEEE Access 2026 Open access

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Authors: M K Saravana, M S Roopa, J S Arunalatha, K R Venugopal
DOI: 10.1109/access.2026.3654408
Cited by: 25
References: 130

Fields of Study & Subjects

Forecasting Techniques and Applications Time Series Analysis and Forecasting Stock Market Forecasting Methods

Publication details

Journal / source
IEEE Access
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
14
Pages
11424–11457
Publication date
1 January 2026