Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps
The use of self-organizing maps to analyze data often de- pends on finding effective methods to visualize the SOM's structure. In this paper we propose a new way to perform that visualization using a variant of Andrews' Curves. Also we show that the interaction between these two methods allows us to find sub-clusters within identified clusters.