Abstract: Clustering method based on transitive closure of fuzzy relation is formed according to the similarity between data.The proposed method defined the fuzzy similarity by using the distance between data.The transitive closure,which is equivalence relation,is formed by using relation compound operator.The clusters are equivalent classes.The experiments show that the proposed method can achieve the same results as the conventional K-means clustering method.