Incomplete-Data Oriented Multiview Dimension Reduction via Sparse Low-Rank Representation.
Wanqi YangYinghuan ShiYang GaoLei WangMing YangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- dimension reduction
- incomplete data
- low rank representation
- low rank
- missing data
- singular value decomposition
- high dimensional data
- missing values
- random projections
- high dimensional
- principal component analysis
- affinity matrix
- low dimensional
- bayesian networks
- kernel matrix
- em algorithm
- feature extraction
- feature space
- linear subspace
- high dimensionality
- dimensionality reduction
- linear discriminant analysis
- manifold learning
- matrix factorization
- multi view
- cluster analysis
- feature selection
- sparse metric learning
- multiple views
- nearest neighbor
- linear combination
- unsupervised learning
- maximum likelihood
- active learning
- preprocessing
- spectral clustering
- data sets
- training data
- computer vision
- machine learning
- neural network