Nur Haizum Abd Rahman

Comparative Evaluation of LSTM and BiLSTM for Google Stock Price Forecasting

Unidirectional Long Short-Term Memory (LSTM) and Bidirectional LSTM (BiLSTM) models are types of Recurrent Neural Networks (RNNs) capable of modelling long-range dependencies in financial time series, such as stock prices. However, the performance of LSTM and BiLSTM is highly sensitive to hyperparameter tuning, and the...