A Characterization of Linkage-Based Clustering: An Extended Abstract
Margareta Ackerman, Shai Ben-David, David Loker, David R. Cheriton · 2010
There are a wide variety of clustering algorithms that, when run on the same data, often produce very different clusterings. Yet there is no principled method to guide the selection of a clustering algorithm. The choice of an appropriate clustering is, of course, task dependent. As such, we must rely on domain knowledge. The challenge is to communicate such knowledge between the domain