Abstract: Data augmentation (DA) plays a crucial role in machine learning by improving model generalization and tackling data scarcity issues, particularly prevalent in domains with limited access to ...
Abstract: Time series forecasting, as an important research topic in time series analysis, plays a crucial role in many fields. Traditional Transformer model often suffers from low feature dimension ...