Exploratory Visualization of Misclassified GPCRs from their transformed unaligned sequences using manifold learning techniques.
Martha Ivón CárdenasAlfredo VellidoCaroline KönigRené AlquézarJesús GiraldoPublished in: IWBBIO (2014)
Keyphrases
- manifold learning
- nonlinear dimension reduction
- low dimensional
- semi supervised
- dimensionality reduction
- high dimensional
- nonlinear dimensionality reduction
- diffusion maps
- subspace learning
- information visualization
- generative topographic mapping
- high dimensional data
- locality preserving
- feature extraction
- dimension reduction
- head pose estimation
- discriminant projection
- rna sequences
- data analysis
- laplacian eigenmaps
- manifold structure
- data visualization
- low dimensional manifolds
- image processing
- feature space
- geodesic distance
- high dimensionality
- sparse representation
- active learning
- manifold learning algorithm
- decision trees