Classification by semi-supervised discriminative regularization.
Fei WuWenhua WangYi YangYueting ZhuangFeiping NiePublished in: Neurocomputing (2010)
Keyphrases
- semi supervised
- supervised learning
- unsupervised learning
- semi supervised learning
- feature extraction
- semi supervised classification
- pattern recognition
- unlabeled samples
- co training
- semi supervised learning algorithms
- image classification
- discriminative learning
- classification accuracy
- decision trees
- labeled data
- object category recognition
- manifold regularization
- machine learning
- text classification
- class labels
- label information
- kernel machines
- pairwise
- feature selection
- generative model
- class discrimination
- discriminative methods
- training data
- feature space
- discriminative information
- feature vectors
- labeled and unlabeled data
- support vector machine
- pattern classification
- unlabeled data
- discriminative training
- support vector
- fully supervised
- multi view
- model selection