Data Mining: Patterns in Time Series
Data Mining: Patterns in Time Series
- Identify recurrent patterns over time
- Discovery of frequent episodes (i.e. collections of events)
- Association rules through time
- Induction of prediction models
- Statistical / Neural Network models
- Examples:
- Discovery of likely sequences of purchases for direct marketing
- Prediction of stocks in the Stocks Exchange Market