2025
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
AAAI 2025technical
In the domain of multivariate time series analysis, the concept of channel independence has been increasingly adopted, demonstrating excellent performance due to its ability to eliminate noise and the influence of irrelevant variables. However, such a concept often simplifies the complex interaction…