Restoration of spaces in data by the method of nonhierarchical decompositions

摘要

The method of nonhierarchical decompositions was considered as an extension of the nonhierarchical divisive methods of clustering and grouping. It can be used for constructing simple algorithms to restore the data spaces. Relationship of this method with some existing algorithms to restore the data spaces was demonstrated.