Mining for Patterns in Financial Time Series

There is a widespread belief that certain patterns of stock prices over time portend specific future types of movement of those prices. We consider various criteria for identifying these types of patterns, and briefly look at some historical price data. We then look at various specific types of breakout movements, and discuss ways to determine bags of patterns that may tend to precede these breakouts.