Minimum Neighbor Distance Estimators of Intrinsic Dimension.
Gabriele LombardiAlessandro RozzaClaudio CerutiElena CasiraghiPaola CampadelliPublished in: ECML/PKDD (2) (2011)
Keyphrases
- intrinsic dimension
- nearest neighbor
- high dimensions
- intrinsic dimensionality
- high dimensional data
- diffusion maps
- dimension reduction
- data distribution
- high dimensional
- low dimensional
- similarity search
- neural network
- dimensionality reduction
- sparse representation
- microarray
- manifold learning
- noisy data
- computer vision