A definition of a cluster is proposed. The definition is based on and applicable to any data matrix whose elements are measures of dissimilarities between each pair of a set of n objects. The proposed clustering technique has the following desirable properties: The results of clustering under the proposed method are compared with the results under several well-known current methods through an example.