Semi-supervised deep embedded clustering with pairwise constraints and subset allocation.
Yalin WangJiangfeng ZouKai WangChenliang LiuXiaofeng YuanPublished in: Neural Networks (2023)
Keyphrases
- pairwise constraints
- semi supervised
- semi supervised clustering
- pairwise
- spectral clustering
- semi supervised classification
- constrained clustering
- document clustering
- semi supervised clustering algorithms
- semi supervised learning
- labeled data
- unlabeled data
- unsupervised learning
- unsupervised clustering
- label propagation
- clustering approaches
- loss function
- active learning
- instance level constraints
- clustering method
- data representation
- metric learning
- distance metric
- data sets
- machine learning
- information retrieval
- clustering algorithm
- decision boundary
- text mining
- hidden markov random fields
- data clustering