Flexible data representation with feature convolution for semi-supervised learning.
Fadi DornaikaPublished in: Appl. Intell. (2021)
Keyphrases
- data representation
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- manifold regularization
- supervised learning
- unsupervised learning
- data representations
- semi supervised classification
- nonnegative matrix factorization
- training data
- active learning
- machine learning
- dimensionality reduction
- co training
- graph based semi supervised learning
- image processing
- pairwise constraints
- label propagation
- discriminative information
- database
- learning models
- multiple kernel learning
- xml documents
- learning tasks
- data model
- prior knowledge
- labeled and unlabeled data