We approach this aspect of the problem using Davies-Bouldin validation indices (DBVIs), which are a function of the ratio of the sum of within-cluster scatter to between-cluster separation to ...

First, AFW-LGC takes into account both global separability (between-cluster scatter) and local compactness (within-cluster scatter) whose impacts are mediated by a learnable parameter. Second, the ...