Clustering is a commonly considered data mining problem in the text domains. The problem finds numerous applications in customer segmentation, classification, collaborative filtering ...

(2) The clustering approach used, the fuzzy c-means algorithm (or fuzzy ISODATA), requires a starting classification that is refined by a least-squares criterion. The starting strategy used in the ...