Semi-supervised Clustering in Attributed Heterogeneous Information Networks.
Xiang LiYao WuMartin EsterBen KaoXin WangYudian ZhengPublished in: WWW (2017)
Keyphrases
- semi supervised clustering
- heterogeneous information networks
- heterogeneous networks
- information networks
- semi supervised
- metric learning
- pairwise constraints
- background knowledge
- unsupervised clustering
- semi supervised learning
- multiple types
- semi supervised classification
- random walk
- nonnegative matrix factorization
- k means
- clustering algorithm
- real world
- network analysis
- data objects
- topic models
- labeled data
- learning tasks
- link prediction
- data sets
- pairwise
- machine learning
- domain knowledge
- document clustering
- distance metric
- feature space
- unlabeled data
- feature extraction
- text mining
- data mining