I've noticed (correct me if I'm wrong) that mahout lacks algorithms specialized in clustering data with categorical attributes.
Would the community be interested in the implementation of algorithms like ROCK <http://www.cis.upenn.edu/~sudipto/mypapers/categorical.pdf> ? I'm currently working on this area (applied-research project) and I'd like to have my code open-sourced.