Mining Data Streams
When working with data we often do not know the entire data set in advance. For example, think of the dataset of all Google queries, this dataset is constantly changing and becoming larger. This is what leads us to the idea of data streams. These data streams are potentially infinite and non-stationary i.e their distributions are constantly changing.