Integrating Spectral Kernel Learning and Constraints in Semi-Supervised Classification.
Fanhua ShangLicheng JiaoYuanyuan LiuPublished in: Neural Process. Lett. (2012)
Keyphrases
- semi supervised classification
- pairwise constraints
- kernel learning
- semi supervised
- pairwise
- unlabeled data
- spectral clustering
- labeled data
- semi supervised learning
- data representation
- loss function
- document clustering
- decision boundary
- metric learning
- labeled and unlabeled data
- distance metric
- active learning
- supervised learning
- multiple kernel learning
- kernel function
- boosting algorithms
- nearest neighbor
- feature selection