Label propagation and soft-similarity measure for graph based Constrained Semi-Supervised Learning.
Zhao ZhangMing-Bo ZhaoTommy W. S. ChowPublished in: IJCNN (2014)
Keyphrases
- label propagation
- semi supervised learning
- similarity measure
- semi supervised
- labeled data
- unlabeled data
- graph based semi supervised learning
- supervised learning
- pairwise
- unsupervised learning
- text categorization
- semi supervised learning algorithms
- transfer learning
- co training
- active learning
- semi supervised learning methods
- label propagation algorithm
- semi supervised classification
- graph construction
- learning problems
- machine learning
- clustering method
- multiple instance learning
- labeled examples
- multi label classification
- training data
- class labels
- social network analysis
- label information
- distance measure
- information extraction
- learning environment
- learning algorithm
- data sets