Semi-Supervised Clustering via Structural Entropy with Different Constraints.
Guangjie ZengHao PengAngsheng LiZhiwei LiuRunze YangChunyang LiuLifang HePublished in: SDM (2024)
Keyphrases
- semi supervised clustering
- semi supervised
- pairwise constraints
- unsupervised clustering
- background knowledge
- semi supervised learning
- metric learning
- semi supervised classification
- nonnegative matrix factorization
- hidden markov random fields
- k means
- clustering algorithm
- pair wise constraints
- pairwise
- document clustering
- labeled data
- unlabeled data
- decision boundary
- supervised classification
- co occurrence
- data sets