Manifold learning for the emulation of spatial fields from computational models.
Wei W. XingVasileios TriantafyllidisAkeel A. ShahP. B. NairNicholas ZabarasPublished in: J. Comput. Phys. (2016)
Keyphrases
- computational models
- manifold learning
- computational model
- low dimensional
- dimensionality reduction
- semi supervised
- dimension reduction
- nonlinear dimensionality reduction
- cognitive modelling
- subspace learning
- computational modeling
- neighborhood graph
- language acquisition
- high dimensional
- diffusion maps
- laplacian eigenmaps
- feature extraction
- cognitive architecture
- manifold learning algorithm
- locality preserving
- neural network
- high dimensional data
- feature space
- head pose estimation
- sparse representation
- manifold structure
- discriminant projection
- pattern recognition
- face recognition
- geodesic distance
- manifold embedding
- locally linear embedding
- data analysis
- computer vision