On Test Statistics in Profile Analysis with High-dimensional Data.
Mizuki OnozawaTakahiro NishiyamaTakashi SeoPublished in: Commun. Stat. Simul. Comput. (2016)
Keyphrases
- high dimensional data
- data analysis
- low dimensional
- dimensionality reduction
- nearest neighbor
- high dimensionality
- data points
- high dimensional
- data sets
- manifold learning
- similarity search
- high dimensions
- detection algorithm
- input space
- subspace clustering
- clustering high dimensional data
- small sample size
- high dimensional spaces
- lower dimensional
- complex data
- linear discriminant analysis
- data distribution
- training set