New Incremental Learning Algorithm for Semi-Supervised Support Vector Machine.
Bin GuXiao-Tong YuanSongcan ChenHeng HuangPublished in: KDD (2018)
Keyphrases
- incremental learning algorithm
- semi supervised
- support vector machine
- incremental learning
- hyperplane
- svm classifier
- semi supervised learning
- support vector
- labeled data
- unlabeled data
- active learning
- semi supervised classification
- supervised learning
- semi supervised support vector machines
- unsupervised learning
- support vector machine svm
- pairwise
- kernel function
- multi class
- learning algorithm
- feature selection
- decision boundary
- machine learning
- semi supervised clustering
- training set
- feature space
- feature vectors
- labeled and unlabeled data
- training data
- input space
- pairwise constraints
- knn
- kernel methods
- pattern recognition
- metric learning
- decision forest
- data points
- multi view
- subspace learning
- feature extraction
- classification method
- nearest neighbor
- soft margin
- multi class support vector machines