Multi-Label Regularized Generative Model for Semi-Supervised Collective Classification in Large-Scale Networks.
Qingyao WuJian ChenShen-Shyang HoXutao LiHuaqing MinChao HanPublished in: Big Data Res. (2015)
Keyphrases
- generative model
- collective classification
- semi supervised
- multi label
- text categorization
- semi supervised learning
- multi label classification
- label information
- labeled data
- unlabeled data
- graph cuts
- image annotation
- image classification
- class labels
- pairwise
- unsupervised learning
- learning tasks
- bayesian framework
- pairwise constraints
- active learning
- complex networks
- co training
- posterior probability
- supervised learning
- text classification
- data sets
- statistical relational learning
- latent dirichlet allocation
- community detection
- hidden variables
- conditional random fields
- link prediction
- network structure
- multi class
- probabilistic model
- feature selection