Integrating EEMD and ensemble CNN with X (Twitter) sentiment for enhanced stock price predictions.
Nabanita DasBikash SadhukhanSusmit Shekhar BhaktaSatyajit ChakrabartiPublished in: Soc. Netw. Anal. Min. (2023)
Keyphrases
- stock price
- polarity classification
- stock market data
- non stationary
- stock market
- social media data
- stock exchange
- social media
- financial news
- historical data
- public opinion
- cellular neural networks
- sentiment analysis
- social networks
- news articles
- technical indicators
- option pricing
- neural network
- empirical mode decomposition
- opinion mining
- stock price prediction
- real world events
- online social media
- influence propagation
- financial markets
- financial data
- exchange rate
- online social networks
- stock data
- news stories
- financial time series
- stock returns
- social networking
- sentiment classification
- micro blogging
- multiscale
- feature selection
- data mining
- ensemble methods
- long term
- trading systems
- training data
- chinese stock market
- machine learning