Xiangsen Liu

ChannelMixer: A Hybrid CNN-Transformer Framework for Enhanced Multivariate Long-Term Time Series Forecasting

Multivariate long-term time series forecasting is a challenging task, that analyzes historical data across multiple variables to predict future data. To solve this problem, we proposed a new ChannelMixer model that combines channel dependency and channel independency learning strategies. In channel…