Deep semi-supervised clustering based on pairwise constraints and sample similarity.
Xiao QinChangan YuanJianhui JiangLong ChenPublished in: Pattern Recognit. Lett. (2024)
Keyphrases
- pairwise constraints
- semi supervised
- semi supervised clustering
- pairwise
- distance metric
- semi supervised classification
- semi supervised learning
- labeled data
- similarity measure
- unlabeled data
- distance measure
- label propagation
- supervised learning
- constrained clustering
- hidden markov random fields
- unsupervised learning
- active learning
- unsupervised clustering
- distance function
- document clustering
- data representation
- spectral clustering
- metric learning
- sample size
- loss function
- similarity matrix
- euclidean distance
- machine learning
- decision trees
- information retrieval