Semi-Supervised Collective Classification via Hybrid Label Regularization.
Luke K. McDowellDavid W. AhaPublished in: ICML (2012)
Keyphrases
- collective classification
- label information
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- pairwise
- partially labeled
- multi label
- spam filtering
- dimensionality reduction
- training data
- supervised learning
- co training
- link prediction
- active learning
- labeled examples
- class labels
- relational data
- stacked graphical learning
- text categorization
- statistical relational learning
- learning algorithm
- sentiment analysis
- distance metric
- image classification
- multi label classification
- graphical models
- feature selection
- machine learning