Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts.
Rafael Geraldeli RossiAlneu de Andrade LopesSolange Oliveira RezendePublished in: Inf. Process. Manag. (2016)
Keyphrases
- label propagation
- heterogeneous networks
- transductive learning
- label information
- semi supervised learning
- class labels
- semi supervised
- multiple types
- text classification
- bipartite networks
- support vector
- machine learning
- image classification
- community detection
- unlabeled data
- unsupervised learning
- dimensionality reduction
- classification accuracy
- classification algorithm
- feature extraction
- learning algorithm
- multi label
- feature space
- decision trees
- feature selection
- labeled data
- multi label classification
- active learning