SemiBoost: Boosting for Semi-Supervised Learning.
Pavan Kumar MallapragadaRong JinAnil K. JainYi LiuPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2009)
Keyphrases
- semi supervised learning
- boosting framework
- semisupervised learning
- semi supervised
- unlabeled data
- supervised learning
- machine learning
- labeled data
- co training
- unsupervised learning
- learning problems
- text categorization
- label propagation
- active learning
- semi supervised classification
- training data
- semi supervised learning algorithms
- manifold regularization
- graph construction
- partially labeled data
- learning models
- class labels
- cost sensitive
- base classifiers
- feature selection
- data mining
- semi supervised learning methods
- improve the classification accuracy
- knn
- domain adaptation
- prior knowledge
- decision trees
- regularization framework
- weak classifiers
- e learning
- loss function
- learning algorithm
- graph based semi supervised learning
- information retrieval
- transfer learning