Semi-supervised learning using ensembles of multiple 1D-embedding-based label boosting.
Jianzhong WangPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2016)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- labeled data
- ensemble learning
- boosting framework
- semi supervised classification
- machine learning
- supervised learning
- multi label classification
- unsupervised learning
- semisupervised learning
- multi instance learning
- co training
- manifold regularization
- ensemble methods
- active learning
- partially labeled
- improve the classification accuracy
- text categorization
- learning models
- class labels
- labeled examples
- graph based semi supervised learning
- base classifiers
- labeled and unlabeled data
- decision trees
- learning algorithm
- learning problems
- semi supervised learning methods
- text classification
- label information
- training data
- pairwise
- data mining
- graph construction
- transfer learning
- multi label
- multi class
- dimensionality reduction