Hsieh, Yu-Heng; Lai, Chiung-Han; Yuan, Shyan-Ming - In: International Journal of Financial Studies : open … 14 (2026) 3, pp. 1-22
This study develops a novel AI-based trading framework designed to consistently generate profits across cyclical … in bullish conditions and the other in bearish conditions, while a trading decision selector dynamically predicts market … period. Although the Sharpe ratio remains moderate, this outcome reflects the framework's emphasis on directional trading and …