Principal component analysis of native ensembles of biomolecular structures (PCA_NEST): insights into functional dynamics.
Lee-Wei YangEran EyalIvet BaharAkio KitaoPublished in: Bioinform. (2009)
Keyphrases
- principal component analysis
- principal components
- dimensionality reduction
- low dimensional
- covariance matrix
- feature extraction
- independent component analysis
- face recognition
- dimension reduction
- feature space
- functional properties
- dynamic model
- discriminant analysis
- face images
- singular value decomposition
- subspace learning
- lower dimensional
- image processing
- dimensionality reduction methods
- random projections
- ensemble learning
- linear discriminant analysis
- ensemble methods
- decision trees
- random forests
- dynamical systems
- kernel pca
- data representations
- machine learning
- dimension reduction methods