Anomaly Intrusion Detection Using Incremental Learning of an Infinite Mixture Model with Feature Selection.
Wentao FanNizar BouguilaHassen SallayPublished in: RSKT (2013)
Keyphrases
- incremental learning
- mixture model
- feature selection
- model selection
- unsupervised learning
- gaussian mixture model
- generative model
- probabilistic model
- incremental learning algorithm
- density estimation
- em algorithm
- maximum likelihood
- text categorization
- supervised learning
- expectation maximization
- batch mode
- learning process
- machine learning
- text classification
- feature extraction
- fuzzy artmap
- feature selection algorithms
- unlabeled samples
- language model
- feature space
- dimensionality reduction
- support vector machine
- mixture modeling
- feature set
- hyperparameters
- semi supervised
- cross validation
- gaussian mixture
- computer vision
- multi task
- feature subset
- dirichlet distribution
- image processing
- neural network