We present a range of experiments that compare our approach to alternatives and explore the connections between simultaneous and iterative modes of discovery of multiple clusterings.  ...  Our approach additionally captures the notion that alternative clusterings may reside in different subspaces (or views).  ...  Multiple Alternative Clustering Solutions In this section, we explore an application of our method to a multiple iterative discovery process in which one finds multiple clustering solutions by iteratively  ...