Abstract: A new clustering algorithm using Renyi＇s entropy as our similarity metric is presented. It estimates density function through the non-parameter estimation, cluster and find cluster number through within-cluster entropy and between-cluster entropy. The alg

Key words: Data mining, Entropy, Clustering algorithm