Mechine Learning, Research · 2023
A Hybrid Framework Using PCA, EMD and LSTM Methods for Stock Market Price Prediction with Sentiment Analysis
This study aimed to enhance stock market price prediction using a hybrid model named PCA-EMD-LSTM, integrating principal component analysis (PCA), empirical mode decomposition (EMD), and long short-term memory (LSTM).
Technical field- Mechine Learning,
- Time Series Prediction,
- NLP
Tools Used- Keras,
- Python,
Mechine Learning, Research · 2023
A Hybrid Framework Using PCA, EMD and LSTM Methods for Stock Market Price Prediction with Sentiment Analysis
This study aimed to enhance stock market price prediction using a hybrid model named PCA-EMD-LSTM, integrating principal component analysis (PCA), empirical mode decomposition (EMD), and long short-term memory (LSTM).
Technical field
- Mechine Learning,
- Time Series Prediction,
- NLP
Tools Used
- Keras,
- Python,