Identifying Groups: A Comparison of Methodologies

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