The Similarity Measure in Clustering

This paper focus on the similarity measure in clustering.Firstly,through analyzing the computation of similarity measures,the general similarity measure is proposed,which considers the process of calculating similarity to be three steps:comparison,synthesis,and transformation.And then,on the basis of the general similarity measure the weights distribution of some common similarity measures are investigated,and the methods for computing mixed-type data are also discussed.