Intrinsic dimension estimation: Advances and open problems.
Francesco CamastraAntonino StaianoPublished in: Inf. Sci. (2016)
Keyphrases
- open problems
- intrinsic dimension
- intrinsic dimensionality
- database theory
- high dimensions
- vector space
- noisy data
- computer vision
- maximum likelihood estimation
- density estimation
- dimension reduction
- dimensionality reduction
- data sets
- sparse representation
- high dimensional data
- low dimensional
- nearest neighbor
- high dimensional
- feature extraction
- diffusion maps
- feature selection
- multidatabase transaction management