Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators.
Manolis MaragoudakisDimitrios N. SerpanosPublished in: AIAI (2010)
Keyphrases
- technical indicators
- stock market
- random forests
- data mining
- financial time series
- stock price
- random forest
- short term
- decision trees
- financial markets
- stock market data
- foreign exchange
- stock exchange
- machine learning algorithms
- trading systems
- logistic regression
- ensemble methods
- stock trading
- stock index futures
- knowledge discovery
- long term
- association rules
- data analysis
- financial data
- decision tree ensembles
- keywords
- cluster analysis
- data mining techniques
- data warehouse
- machine learning
- credit scoring
- exchange rate
- non stationary
- semi supervised learning