Finally, we want to explain the reason why we do not use some other common clustering methods like K-Means, Mean-Shift and Ward's (Ward Jr, 1963) method of HAC: these methods calculate the centroid of several points during clustering by merely averaging them.
the relation vectors in our model are high-dimensional, and the distance metric described by RSN is non-linear.