Combining Active Learning and Semi-supervised Learning Using Local and Global Consistency.
Yingjie GuZhong JinSteve C. ChiuPublished in: ICONIP (1) (2014)
Keyphrases
- semi supervised learning
- global consistency
- active learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- machine learning
- labeled examples
- unsupervised learning
- learning problems
- semi supervised classification
- co training
- transfer learning
- random sampling
- unlabeled examples
- label propagation
- learning algorithm
- manifold regularization
- labeled and unlabeled data
- path consistency
- training data
- temporal constraints
- learning process
- training set
- training examples
- semi supervised learning algorithms
- prior knowledge
- search space
- pairwise
- learning environment
- computer vision
- data mining
- data sets