Semi-supervised learning competence of classifiers based on graph for dynamic classifier selection.
Cuiqin HouYingju XiaZhuoran XuJun SunPublished in: ICPR (2016)
Keyphrases
- semi supervised learning
- dynamic classifier selection
- graph based semi supervised learning
- graph construction
- label propagation
- co training
- semi supervised classification
- multiple classifier systems
- training data
- unlabeled data
- semi supervised
- labeled training data
- labeled data
- labeled and unlabeled data
- semi supervised learning methods
- machine learning
- supervised learning
- class labels
- unsupervised learning
- classification systems
- decision trees
- unlabeled samples
- text categorization
- active learning
- training set
- learning problems
- support vector
- prior knowledge
- classifier combination
- classification algorithm
- training examples
- decision boundary
- svm classifier
- test set
- benchmark datasets
- naive bayes
- training samples
- text classification
- principal component analysis
- pattern recognition
- feature selection