ABSTRACT

In fuzzy clustering algorithms such as the c-means algorithm, each record has a fuzzy membership associated with each cluster that indicates the degree of association of the record to the cluster. In the fuzzy subspace clustering (FSC) algorithm, each attribute has a fuzzy membership associated with each cluster that indicates the degree of importance of the attribute to the cluster. In this chapter, we implement the FSC algorithm (Gan, 2007; Gan et al., 2007).