Parameterless Semi-supervised Anomaly Detection in Univariate Time Series.
Oleg IegorovSebastian FischmeisterPublished in: ECML/PKDD (1) (2020)
Keyphrases
- anomaly detection
- semi supervised
- unsupervised anomaly detection
- multivariate time series
- detect anomalies
- unsupervised learning
- intrusion detection
- detecting anomalies
- semi supervised learning
- network intrusion detection
- labeled data
- intrusion detection system
- anomalous behavior
- network traffic
- active learning
- pairwise
- supervised learning
- behavior analysis
- network security
- neural network
- one class support vector machines
- computer security
- dimensionality reduction
- negative selection algorithm
- cumulative sum
- similarity measure