Semi-supervised learning combining transductive support vector machine with active learning.
Xibin WangJunhao WenShafiq AlamZhuo JiangYingbo WuPublished in: Neurocomputing (2016)
Keyphrases
- semi supervised learning
- transductive support vector machine
- active learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- text categorization
- semi supervised classification
- learning algorithm
- machine learning
- learning problems
- manifold regularization
- unlabeled examples
- transfer learning
- labeled examples
- training set
- unsupervised learning
- training data
- training examples
- co training
- label propagation
- multiple instance learning
- learning models
- graph based semi supervised learning
- pairwise
- random sampling
- neural network
- semi supervised learning algorithms
- learning environment
- learning process
- transductive inference
- data mining