Manifold Learning: Generalization Ability and Tangent Proximity.
Alexander V. BernsteinAlexander P. KuleshovPublished in: Int. J. Softw. Informatics (2013)
Keyphrases
- manifold learning
- generalization ability
- learning algorithm
- low dimensional
- nonlinear dimensionality reduction
- support vector machine svm
- dimensionality reduction
- high dimensional
- support vector machine
- semi supervised
- dimension reduction
- support vector
- feature extraction
- ensemble methods
- bp neural network
- high dimensional data
- geodesic distance
- statistical learning
- prediction accuracy
- riemannian manifolds
- signal processing
- fuzzy logic
- manifold structure
- feature space