An Approach for Incremental Semi-supervised SVM.
Wael EmaraMehmed M. KantardzicMarcel KarnstedtKai-Uwe SattlerDirk HabichWolfgang LehnerPublished in: ICDM Workshops (2007)
Keyphrases
- semi supervised
- incremental learning
- support vector machine svm
- svm classifier
- support vector
- semi supervised support vector machines
- fully labeled
- semi supervised learning
- kernel machines
- pairwise
- support vector machine
- knn
- training process
- labeled data
- unlabeled data
- batch mode
- unsupervised learning
- active learning
- kernel function
- supervised learning
- multi view
- feature selection
- hyperplane
- generalization ability
- incremental version
- machine learning
- training data
- multi class
- support vectors
- semi supervised classification
- manifold learning
- pairwise constraints
- feature space
- svm classification
- training set
- semi supervised clustering
- subspace learning
- multiple kernel learning
- labeled examples
- co training
- classification algorithm
- multi class classification
- unlabeled samples
- decision trees
- classification method