Semi-supervised sparse subspace clustering with manifold regularization.
Zhiwei XingJigen PengXingshi HeMengnan TianPublished in: Appl. Intell. (2024)
Keyphrases
- manifold regularization
- subspace clustering
- semi supervised
- high dimensional
- semi supervised learning
- high dimensional data
- semi supervised classification
- dimension reduction
- subspace clusters
- clustering method
- unlabeled data
- labeled data
- clustering algorithm
- matrix completion
- supervised learning
- unsupervised learning
- labeled and unlabeled data
- active learning
- nonnegative matrix factorization
- sparse representation
- high dimensionality
- data dependent
- low dimensional
- machine learning
- pairwise
- low rank
- co training
- gaussian process
- dimensionality reduction
- random projections
- data sets
- image processing
- nearest neighbor
- knn
- semi supervised clustering