A Novel Incremental Covariance-Guided One-Class Support Vector Machine.
Takoua KefiRiadh KsantiniMohamed Bécha KaânicheAdel BouhoulaPublished in: ECML/PKDD (2) (2016)
Keyphrases
- one class support vector machines
- anomaly detection
- incremental learning
- support vector machine
- incremental version
- covariance matrix
- pairwise
- batch learning
- databases
- three dimensional
- pattern recognition
- multiscale
- training data
- decision trees
- computer vision
- covariance matrices
- single pass
- search engine
- real world
- data sets
- multivariate gaussian distribution