Shape component analysis: structure-preserving dimension reduction on biological shape spaces.
Hao-Chih LeeTao LiaoYongjie Jessica ZhangGe YangPublished in: Bioinform. (2016)
Keyphrases
- dimension reduction
- component analysis
- structure preserving
- dimensionality reduction
- factor analysis
- principal component analysis
- high dimensional data
- feature extraction
- high dimensional
- singular value decomposition
- high dimensionality
- linear discriminant analysis
- unsupervised learning
- cluster analysis
- low dimensional
- blind source separation
- feature selection
- feature space
- preprocessing
- manifold learning
- neural network
- data sets
- discriminant analysis
- non stationary
- grassmann manifold