Has anyone used self organizing maps for a practical application or seen a good example? I understand the concept but don't understand how they are necessarily better than classical data mining or data analysis tools. I'm looking for actual examples that drive home the point of the analysis and presentation. I've surf'ed through the google top returns but I just don't get it.

http://en.wikipedia.org/wiki/Self-organizing_map