Nonlinear dimensionality reduction of data manifolds with essential loops.
John Aldo LeeMichel VerleysenPublished in: Neurocomputing (2005)
Keyphrases
- nonlinear dimensionality reduction
- manifold learning
- data sets
- data analysis
- high dimensional data
- neural network
- manifold structure
- data visualization
- dimensionality reduction
- knowledge discovery
- data points
- feature selection
- multi dimensional
- low dimensional
- feature vectors
- spectral clustering
- big data
- preprocessing
- pattern recognition
- data mining
- laplacian eigenmaps