Nature

FusionLSTM-CNF: a confidence-calibrated multi-modal late fusion framework for robust stock movement prediction under uncertainty

Financial markets exhibit complex, non-linear dynamics characterized by high volatility and uncertainty, making accurate stock movement prediction a challenging task. This study introduces ...
Nature

Visual prediction method based on time series-driven LSTM model

Significant progress has been made in time series prediction and image processing problems. However, most of the studies have focused on either the field of time series or image processing separately, ...