Towards a Principled Theory of Clustering Author:Reza Bosagh Zadeh Keywords: Clustering functions, Single-Linkage, Max-Sum, Minimum/Maximum Spanning Trees, Effective Similarity.
Exploration of methods to characterize clustering algorithms “…in terms of the effective similarity between two points.” A line of research that may make choice of clustering algorithms less arbitrary.