Affective Classification in Video Based on Semi-supervised Learning.
Shangfei WangHuan LinYongjie HuPublished in: ISNN (3) (2011)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- co training
- unlabeled data
- uci datasets
- labeled data
- machine learning
- unsupervised learning
- labeled and unlabeled data
- semi supervised learning algorithms
- transductive support vector machine
- supervised learning algorithms
- text classification
- unlabeled samples
- classification accuracy
- manifold regularization
- text categorization
- label propagation
- class labels
- pattern recognition
- active learning
- training data
- image classification
- support vector
- instance selection
- feature selection
- decision trees
- labeled instances
- feature extraction
- support vector machine
- incremental learning
- graph construction
- training set
- labeled examples
- supervised classification
- transfer learning
- multi view
- pairwise
- metric learning
- learning models