Abstract: Manifold learning is a newer research direction of machine learning and congnitive science in recent years, its essence is to find out the low dimensional manifold hidden in high dimensional space though learning discrete samples, and get the hidden dimen

Key words: Manifold learning,Dimensionality reduction, ISOMAP, LLE