Towards Safe Semi-supervised Classification: Adjusted Cluster Assumption via Clustering.
Yunyun WangYan MengZhenyong FuHui XuePublished in: Neural Process. Lett. (2017)
Keyphrases
- semi supervised classification
- semi supervised clustering
- clustering algorithm
- data clustering
- semi supervised
- semi supervised learning
- pairwise constraints
- data points
- unsupervised clustering
- unlabeled data
- cluster analysis
- spectral clustering
- labeled data
- clustering method
- k means
- unsupervised learning
- supervised classification
- distance metric
- euclidean distance
- document clustering
- active learning
- pairwise
- reinforcement learning
- training data