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add TEFN multivariate forecaster

Open ztxtech opened this issue 9 months ago • 0 comments

Description

It is recommended that add Time Evidence Fusion Network (TEFN) model from paper arxiv.

Time Evidence Fusion Network (TEFN) is a groundbreaking deep learning model designed for long-term time series forecasting. It integrates the principles of information fusion and evidence theory to achieve superior performance in real-world applications where timely predictions are crucial. TEFN introduces the Basic Probability Assignment (BPA) Module, leveraging fuzzy theory, and the Time Evidence Fusion Network to enhance prediction accuracy, stability, and interpretability.

References

  • Official implementation of TEFN GitHub
  • Paper: arxiv

ztxtech avatar May 17 '24 07:05 ztxtech