Current hierarchical clustering algorithms face the risk of privacy leakage during the clustering process for big dataset. While differential privacy is a relatively recent development in the field of ...

Online time series data representation is one of important problems of time series data mining. The adjacent points of time series are inherently depended and hence have similar clustering features.