Dimension reduction and visualization of large high-dimensional data via interpolation.
Seung-Hee BaeJong Youl ChoiJudy QiuGeoffrey C. FoxPublished in: HPDC (2010)
Keyphrases
- dimension reduction
- high dimensional data
- data analysis
- low dimensional
- high dimensionality
- dimensionality reduction
- high dimensional
- high dimensions
- nearest neighbor
- subspace clustering
- similarity search
- data sets
- linear discriminant analysis
- manifold learning
- variable selection
- data points
- random projections
- input space
- original data
- lower dimensional
- dimensional data
- database
- high dimensional spaces
- nonlinear dimensionality reduction
- unsupervised learning
- object recognition
- feature extraction
- neural network
- clustering high dimensional data