Advanced LLE Method for Dimension Reduction using Nonlinear Manufacturing Data.
Sitong XuWen Feng LuXiang LiKee Jin LeePublished in: ETFA (2018)
Keyphrases
- dimension reduction
- high dimensional data
- data sets
- dimensionality reduction
- input data
- low dimensional
- dimensionality reduction methods
- data sources
- dimension reduction methods
- preprocessing
- high dimensional
- data points
- random projections
- manifold learning
- principal component analysis
- clustering method
- image data
- knowledge discovery
- pairwise
- feature extraction
- least squares
- input image
- nearest neighbor
- original data
- support vector machine
- variable selection
- discriminative information