16 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.CE2025
Transfer Learning in Financial Time Series with Gramian Angular Field
Hou-Wan Long, On-In Ho, Qi-Qiao He +1
In financial analysis, time series modeling is often hampered by data scarcity, limiting neural network models' ability to generalize. Transfer learning mitigates this by leveragin…
cs.LG2021★ 16 cited
Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting
Qi-Qiao He, Patrick Cheong-Iao Pang, Yain-Whar Si
Although transfer learning is proven to be effective in computer vision and natural language processing applications, it is rarely investigated in forecasting financial time series…