Graph-based semi-supervised learning by mixed label propagation with a soft constraint.
Xiaolan LiuShaohua PanZhifeng HaoZhiyong LinPublished in: Inf. Sci. (2014)
Keyphrases
- graph based semi supervised learning
- label propagation
- soft constraints
- semi supervised learning
- semi supervised
- constraint satisfaction
- constraint satisfaction problems
- class labels
- labeled data
- graph construction
- community detection
- unlabeled data
- data sets
- supervised learning
- unsupervised learning
- spectral clustering
- label information
- training data
- semi supervised learning algorithms
- learning process
- multi label classification
- pattern recognition
- pairwise constraints
- learning algorithm