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Another example of clustering algorithms in use is recommender systems, which group together users with similar viewing, browsing, or shopping patterns to recommend similar content.
The source data for the clustering example There are various algorithms that do this computationally. Some even do different forms of classification and clustering.
This first example clusters ten American cities based on the flying mileages between them. Six clustering methods are shown with corresponding tree diagrams produced by the TREE procedure. The EML ...
This example uses artificial data containing two clusters. One cluster is from a circular bivariate normal distribution. The other is a ring-shaped cluster that completely surrounds the first cluster.
Clustering of automotive-related businesses is not uncommon across the region, with examples in Greensburg, Hempfield, North Huntingdon, New Kensington, North Versailles and others.