Hierarchical clustering schemes
@article{Johnson1967HierarchicalCS, title={Hierarchical clustering schemes}, author={S. C. Johnson}, journal={Psychometrika}, year={1967}, volume={32}, pages={241-254} }
Techniques for partitioning objects into optimally homogeneous groups on the basis of empirical measures of similarity among those objects have received increasing attention in several different fields. This paper develops a useful correspondence between any hierarchical system of such clusters, and a particular type of distance measure. The correspondence gives rise to two methods of clustering that are computationally rapid and invariant under monotonic transformations of the data. In an… CONTINUE READING
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