Multi-label semi-supervised learning using regularized kernel spectral clustering.
Siamak MehrkanoonJohan A. K. SuykensPublished in: IJCNN (2016)
Keyphrases
- spectral clustering
- semi supervised learning
- multi label
- multi label classification
- text categorization
- semi supervised
- unlabeled data
- pairwise
- unsupervised learning
- labeled data
- data clustering
- clustering method
- supervised learning
- class labels
- machine learning
- binary classification
- text classification
- learning problems
- training data
- image segmentation
- label propagation
- clustering algorithm
- image annotation
- graph cuts
- k means
- co training
- active learning
- image classification
- convex relaxation
- learning tasks
- labeled and unlabeled data
- graph construction
- transfer learning
- information retrieval
- data sets
- pairwise constraints
- feature selection
- decision trees
- association rules