Variance error of multi-classification based anomaly detection for time series data.
Baoquan WangTonghai JiangXi ZhouBo MaFan ZhaoYi WangPublished in: J. Comput. Methods Sci. Eng. (2021)
Keyphrases
- anomaly detection
- intrusion detection
- novelty detection
- unsupervised learning
- detect anomalies
- anomalous behavior
- network traffic
- unsupervised anomaly detection
- detecting anomalies
- network intrusion detection
- pattern recognition
- network anomaly detection
- machine learning
- one class support vector machines
- behavior analysis
- detecting anomalous
- support vector
- computer security
- decision trees
- data sets
- negative selection algorithm
- neural network
- intrusion detection system
- feature extraction
- supervised learning
- feature space
- feature selection
- model selection
- data mining
- network intrusion
- text classification
- support vector machine
- active learning
- feature vectors