High-dimensional data: a fascinating statistical challenge.
Frédéric FerratyPublished in: J. Multivar. Anal. (2010)
Keyphrases
- high dimensional data
- dimensionality reduction
- low dimensional
- nearest neighbor
- data sets
- subspace clustering
- similarity search
- high dimensional
- high dimensionality
- high dimensions
- dimension reduction
- data distribution
- original data
- data points
- input space
- complex data
- manifold learning
- high dimensional spaces
- linear discriminant analysis
- clustering high dimensional data
- data analysis
- text data
- dimensional data
- sparse representation
- lower dimensional
- high dimensional datasets
- variable selection
- high dimensional data sets
- nonlinear dimensionality reduction
- real world
- euclidean distance
- high dimensional feature spaces
- image processing
- support vector
- subspace learning
- feature space
- input data