Before revision:  To this end, our experiment provides a set of jump indicators that can effectively detect the stocks with extremely abnormal trading behaviors before price jumps. More importantly, our study offers a new framework and potential useful directions for trading-related pattern recognition problem using the time series classification techniques .
After revision:  To this end, our experiment provides a set of jump indicators that can effectively detect the stocks with extremely abnormal pre-jump trades .