A semi-supervised collaboration-training based on genetic algorithm for unlabeled data selection.
Tao GuoGuiyang LiXia LanPublished in: ICMLC (2013)
Keyphrases
- small set of labeled
- unlabeled data
- semi supervised
- genetic algorithm
- labeled data
- number of labeled examples
- semi supervised learning
- co training
- labeled training data
- supervised learning
- training examples
- training set
- labeled data for training
- labeled examples
- active learning
- labeled and unlabeled data
- semi supervised classification
- training data
- pairwise
- unlabeled training data
- unsupervised learning
- unlabeled examples
- supervised methods
- class labels
- labeled instances
- label propagation
- multi view
- learning algorithm
- partially labeled data
- semi supervised clustering
- manifold regularization
- pairwise constraints
- unlabeled samples
- semi supervised learning algorithms
- labeled and unlabeled examples
- supervised and semi supervised
- positive examples
- prior knowledge
- neural network
- weakly supervised
- domain adaptation
- data sets
- metric learning
- transfer learning
- data points
- decision boundary
- transductive learning
- semi supervised learning methods
- fully supervised
- training samples
- text classification
- feature space
- machine learning