Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds.
Deyu MengYee LeungZongben XuPublished in: Pattern Recognit. (2013)
Keyphrases
- input data
- data sets
- nonlinear dimensionality reduction
- training data
- data analysis
- data points
- dimensionality reduction methods
- preprocessing
- pairwise
- riemannian manifolds
- high dimensional data
- low dimensional manifolds
- dimensional data
- manifold learning
- pattern recognition
- distance function
- original data
- clustering method
- support vector machine
- feature vectors
- manifold structure
- image processing
- neural network