Intrinsic dimensionality estimation based on manifold assumption.

Jinrong He Lixin Ding Lei Jiang Zhaokui Li Qinghui Hu

Published in: J. Vis. Commun. Image Represent. (2014)

Keyphrases

intrinsic dimensionality
low dimensional manifolds
intrinsic dimension
noisy data
vector space
dimensionality reduction
manifold learning
low dimensional
probability density
machine learning
manifold structure
decision trees
feature space
singular values