Filed under: Papers
[author]Jeff Phillips, Parasaran Raman and Suresh Venkatasubramanian[/author]
In the 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings (held in conjunction with ECML/PKDD 2011)
Best Paper Award.
We provide a new framework for generating multiple good quality partitions (clusterings) of a single data set. Our approach decomposes this problem into two components, generating many high-quality partitions, and then grouping these partitions to obtain k representatives. The decomposition makes the approach extremely modular and allows us to optimize various criteria that control the choice of representative partitions.
Tags: CCF 0953066