Isometric Multi-Manifolds Learning

Mingyu Fan, Hong Qiao, Bo Zhang

Isometric feature mapping (Isomap) is a promising manifold learning method. However, Isomap fails to work on data which distribute on clusters in a single manifold or manifolds. Ma…