I like the approach! I feel that search could use an improvement. I'm using k-means++ at the moment for something and searched for "k-means" which yield no results [1]. I clicked on the link to look at the full-list and found k-means mentioned 3 times, to my surprise.

[1] http://www.metacademy.org/search?q=k-means