Preface: Manifold Learning and Its Applications.
Oluwasanmi KoyejoRichard SouvenirPublished in: AAAI Fall Symposium: Manifold Learning and Its Applications (2010)
Keyphrases
- manifold learning
- low dimensional
- semi supervised
- diffusion maps
- dimensionality reduction
- high dimensional
- dimension reduction
- nonlinear dimensionality reduction
- subspace learning
- feature extraction
- laplacian eigenmaps
- high dimensional data
- head pose estimation
- intrinsic manifold
- manifold learning algorithm
- manifold structure
- locality preserving projections
- locally linear embedding
- geodesic distance
- principal component analysis
- computer vision
- nonlinear manifold
- discriminant projection
- machine learning