ConEm: A novel framework for integrating external factors with inner and outer correlations in time series forecasting

Hoang Nguyen Nguyen, Wei Xiang, Lianhua Chi, Mike Da Gama, Sanjeevani Avashi, Michael Treloar, Lu Yu

Abstract: Highlights•A simple and efficient mechanism for external factors, ConEm, is proposed.•ConEm models the impact of external factors on inner- and outer-correlations.•ConEm creates contextual embeddings for each distinct context.

External IDs:dblp:journals/kbs/NguyenXCGATY25