Demo: Clustering of Data Streams

This example consist of 9 data streams. The data streams are generated from 2 basic streams which noise is added. The first 3 streams belong to the first basic stream and the last 3 to the second one. The 3 other data streams are linear weighed mixture of the 2 basic streams. The weight will change between 0 and 1 and vice versa, so the membership of this 3 streams will change over time: