Forecasting Stock Market Trends using Deep Learning on Financial and Textual Data.
Georgios-Markos ChatziloizosDimitrios GunopulosKonstantinos KonstantinouPublished in: DATA (2021)
Keyphrases
- textual data
- stock market
- deep learning
- financial time series
- short term
- foreign exchange
- garch model
- stock price
- information extraction
- financial data
- long term
- text mining
- unsupervised learning
- stock exchange
- machine learning
- structured data
- exchange rate
- natural language processing
- raw data
- textual information
- financial markets
- text categorization
- stock index futures
- portfolio optimization
- financial news
- text documents
- forecasting model
- text data
- data sets
- named entities
- contextual information
- data sources
- pairwise
- image segmentation
- data mining