A Comparison Study on Similarity and Dissimilarity Measures in Clustering Continuous Data Shirkhorshidi, A. S., Aghabozorgi, S., & Wah, T. Y. (2015). A comparison study on similarity and dissimilarity measures in clustering continuous data. PloS One, 10(12), e0144059–e0144059.
This article briefly discusses the similarity measures in data mining.