Ryuki Ranawidjaja

Stock Price Prediction Using Moving Average Crossover with LSTM and Hybrid LSTM Models

Stock price fluctuations pose challenges for investors in making optimal decisions. This study evaluates the performance of LSTM with two input features and hybrid models combining LSTM with CNN, ANN, and RNN, enhanced by buy–sell–hold signals derived from the moving average crossover method. Hyperparameter tuning is a...