Selection of the Suitable Neighborhood Size for the ISOMAP Algorithm

摘要

The success of ISOMAP depends greatly on selecting a suitable neighborhood size; however, it''s an open problem how to do this efficiently. When the neighborhood size is unsuitable, shortcut edges can emerge in the neighborhood graph and shorten the invol