Coupled Semi-supervised Clustering: Exploring Attribute Correlations in Heterogeneous Information Networks.
Jianan ZhaoDing XiaoLinmei HuChuan ShiPublished in: APWeb/WAIM (1) (2019)
Keyphrases
- semi supervised clustering
- heterogeneous information networks
- heterogeneous networks
- semi supervised
- information networks
- unsupervised clustering
- metric learning
- pairwise constraints
- semi supervised learning
- background knowledge
- semi supervised classification
- nonnegative matrix factorization
- random walk
- clustering algorithm
- multiple types
- topic models
- k means
- link prediction
- pairwise
- labeled data
- document clustering
- matrix factorization
- network analysis
- distance function
- unsupervised learning
- data analysis
- feature selection
- unlabeled data
- knn
- active learning