This paper describes and compares three clustering techniques:
traditional clustering methods, Kohonen maps and latent class models. The
paper also proposes some novel measures of the quality of a clustering. To
the best of our knowledge, this is the rst contribution in the literature to
compare these three techniques in a context where the classes are not known
in advance.