Adaptive Laplacian Support Vector Machine for Semi-supervised Learning.
Rongyao HuLeyuan ZhangJian WeiPublished in: Comput. J. (2021)
Keyphrases
- semi supervised learning
- support vector machine
- semi supervised
- training data
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- graph laplacian
- learning problems
- active learning
- unsupervised learning
- co training
- multi class
- manifold regularization
- graph based semi supervised learning
- kernel machines
- multiple kernel learning
- semi supervised support vector machines
- label propagation
- feature vectors
- pairwise
- feature selection
- labeled and unlabeled data
- learning models
- graph construction
- improve the classification accuracy
- semi supervised learning algorithms
- training set
- information retrieval
- metric learning
- text classification
- semi supervised learning methods