Peng-Tian Si

Comparative Analysis of Ensemble LSTM and Random Forest for Stock Trend Prediction: A Many-to-One Transfer Learning Approach

. Discovering patterns in the diverse financial time series is an extremely challenging task. The Efficient Market Hypothesis holds that such efforts are futile, but the latest advancements in the field of deep learning have reignited this debate. This paper explores a "many-to-one" transfer learning strategy. This pap...