Incremental Learning Algorithm for Support Vector Data Description.
Xiaopeng HuaShifei DingPublished in: J. Softw. (2011)
Keyphrases
- learning process
- incremental learning algorithm
- support vector data description
- incremental learning
- novelty detection
- learning algorithm
- kernel function
- hyperplane
- detection method
- density estimation
- support vectors
- multiple classifiers
- target class
- decision boundary
- support vector
- feature space
- training samples
- knowledge discovery
- input space
- statistical learning theory
- machine learning
- support vector machine
- detecting outliers
- training speed
- high dimensional
- data mining
- detection algorithm
- k nearest neighbor
- nearest neighbor