Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques.
Jigar PatelSahil ShahPriyank ThakkarKetan KotechaPublished in: Expert Syst. Appl. (2015)
Keyphrases
- stock price
- data preparation
- stock market
- chinese stock market
- machine learning
- knowledge discovery in databases
- stock exchange
- non stationary
- data quality
- stock data
- preprocessing
- knowledge discovery
- historical data
- news articles
- data mining
- pattern discovery
- web usage mining
- data analysis
- financial markets
- garch model
- investment strategies
- stock returns
- financial data
- financial time series
- knowledge driven
- instance selection
- data modeling
- knowledge discovery and data mining
- trend analysis
- user behavior
- web mining
- text classification
- feature selection
- information retrieval
- process model
- long term