Similarity Matrix

http://pipsa.eml.org/pipsa/pipsa-example.jsp

Similarity matrix strives to represent similarity between a particular data set.  Each element of a similarity matrix has a measure of similarity between two data points. They can be used to align sequences of data or find clusters of data points.