Before revision:  Different from Boudt and Pertitjean(2014), our analyzing scheme can explore the "time-series information " embedded in the trading-related attributes and provides a set of jump indicators for abnormal pattern recognition .
After revision:  Different from the existing literature, our methodology takes into account the temporal information embedded in the trading-related attributes and provides a set of jump indicators for abnormal pattern recognition .