A Novel Inductive Semi-supervised SVM with Graph-Based Self-training.
Shengjun ChengQingcheng HuangJiafeng LiuXianglong TangPublished in: IScIDE (2012)
Keyphrases
- semi supervised
- semi supervised learning
- semi supervised support vector machines
- svm classifier
- co training
- fully labeled
- support vector machine svm
- support vector
- unlabeled data
- label propagation
- labeled data
- semi supervised classification
- machine learning
- active learning
- semi supervised dimensionality reduction
- pairwise
- kernel machines
- inductive learning
- support vector machine
- multi class
- training set
- knn
- semi supervised clustering
- supervised learning
- multi view
- semi supervised learning methods
- training process
- pairwise constraints
- training data
- feature selection
- hyperplane
- multi class classification
- feature extraction
- semi supervised learning algorithms
- cost sensitive
- feature space
- unlabeled instances
- classification algorithm
- kernel function
- inductive logic programming
- multiple kernel learning
- pattern recognition
- metric learning
- data sets
- learning algorithm
- text classification
- labeled examples
- image classification
- unlabeled samples
- text mining
- labeled and unlabeled data
- label information
- text categorization
- subspace learning
- decision boundary