Prediction in clustering

[Jay Liu]

Dear all,   Apart from how to determine the number of clusters, another difficulty in clustering (I think) is how to predict cluster memberships of new data. This is very straight forward in classification but I can't think of a single clustering method I know can do this. I guess some model-based techniques maybe can do this but frankly, I have no clue at all.     Jay.