Hypergraph regularized semi-supervised support vector machine.
Yuting SunShifei DingLili GuoZichen ZhangPublished in: Inf. Sci. (2022)
Keyphrases
- semi supervised
- support vector machine
- pairwise
- svm classifier
- regularization framework
- semi supervised learning
- semi supervised support vector machines
- labeled data
- multi class
- support vector
- higher order
- support vector machine svm
- supervised learning
- active learning
- unsupervised learning
- hypergraph model
- k nearest neighbor
- feature selection
- kernel methods
- multi view
- pairwise constraints
- low rank
- metric learning
- subspace learning
- unlabeled data
- multi class support vector machines
- least squares
- training set
- hyperplane
- labeled and unlabeled data
- risk minimization
- loss function
- machine learning
- training data
- soft margin
- total least squares
- stock market prediction
- np hard
- hypergraph partitioning
- semi supervised classification
- maximum margin
- radial basis function
- feature vectors
- knn
- small sample
- support vector regression
- decision trees
- kernel function
- learning algorithm