Qi-Qiao He

Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract)

Transfer learning enhances model performance in financial time series by leveraging data from related domains. The selection of appropriate source domains is crucial to avoid negative transfer. We propose using Gramian Angular Field (GAF) transformations to improve time series similarity functions f…