Identity tests for high dimensional data using RMT.
Cheng WangJing YangBaiqi MiaoLongbing CaoPublished in: J. Multivar. Anal. (2013)
Keyphrases
- high dimensional data
- nearest neighbor
- dimensionality reduction
- low dimensional
- high dimensional
- data sets
- high dimensions
- dimension reduction
- high dimensionality
- input space
- subspace clustering
- complex data
- data points
- low dimensional manifolds
- manifold learning
- original data
- data analysis
- clustering high dimensional data
- high dimensional datasets
- similarity search
- linear discriminant analysis
- data distribution
- sparse representation
- high dimensional spaces
- lower dimensional
- dimensional data
- high dimensional data sets
- input data
- knn
- subspace learning
- query processing
- data streams
- nonlinear dimensionality reduction
- training data
- image processing