It is still a challenging problem to characterize uncertainty and imprecision between specific (singleton) clusters with arbitrary shapes sizes. In order solve such problem, we propose belief shift clustering (BSC) method for dealing object data. The BSC considered as the evidential version of mean or mode seeking under theory functions. First, new notion, called shift, provided preliminarily a...

The total uncertainty measurement of basic probability assignment (BPA) in Dempster-Shafer evidence theory (DSET) has always been an open issue. Although some scholars put forward various measurements and entropies BPA, due to the existence discord non-specificity, there is no method can measure BPA reasonably. In order utilize practical decision-making, pignistic transformation a significant m...