2 papers
stat.ML2018
To Cluster, or Not to Cluster: An Analysis of Clusterability Methods
A. Adolfsson, M. Ackerman, N. C. Brownstein
Clustering is an essential data mining tool that aims to discover inherent cluster structure in data. For most applications, applying clustering is only appropriate when cluster st…
cs.LG2016
An Effective and Efficient Approach for Clusterability Evaluation
Margareta Ackerman, Andreas Adolfsson, Naomi Brownstein
Clustering is an essential data mining tool that aims to discover inherent cluster structure in data. As such, the study of clusterability, which evaluates whether data possesses s…