Graph Based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood.
Zhao ZhangMing-Bo ZhaoTommy W. S. ChowPublished in: IEEE Trans. Knowl. Data Eng. (2015)
Keyphrases
- label propagation
- semi supervised learning
- semi supervised
- graph based semi supervised learning
- unlabeled data
- labeled data
- label propagation algorithm
- semi supervised learning algorithms
- machine learning
- unsupervised learning
- supervised learning
- active learning
- semi supervised learning methods
- community detection
- graph construction
- semi supervised classification
- training data
- class labels
- adaptive neighborhood
- learning problems
- multiple instance learning
- labeled examples
- text categorization
- text classification
- pairwise
- spectral clustering
- transfer learning
- pairwise constraints
- multi label
- high dimensional
- pattern recognition