Proximity scaling methods such as multidimensional represent objects in a low-dimensional configuration so that fitted object distances optimally approximate proximities. Besides finding the optimal configuration, an additional goal may be to make statements about cluster arrangement of objects. This fails if lacks appreciable clusteredness. We present optimized proximity (COPS), which attempts...