Analysis of randomized robust PCA for high dimensional data.
Mostafa RahmaniGeorge K. AtiaPublished in: SP/SPE (2015)
Keyphrases
- high dimensional data
- dimensionality reduction
- low dimensional
- data analysis
- high dimensional
- linear discriminant analysis
- dimension reduction
- nearest neighbor
- principal component analysis
- high dimensionality
- lower dimensional
- data distribution
- data sets
- subspace clustering
- input data
- spectral analysis
- principal components analysis
- input space
- original data
- low rank
- data points
- euclidean distance
- similarity search
- locally linear embedding
- high dimensions
- clustering high dimensional data
- variable weighting