Statistical learning for change point and anomaly detection in graphs.
Anna MalinovskayaPhilipp OttoTorben PetersPublished in: CoRR (2020)
Keyphrases
- statistical learning
- anomaly detection
- change point
- change point detection
- intrusion detection
- model selection
- detecting anomalies
- information theory
- supervised learning
- anomalous behavior
- network traffic
- network intrusion detection
- intrusion detection system
- unsupervised learning
- detect anomalies
- one class support vector machines
- negative selection algorithm
- information theoretic
- motif discovery
- semi supervised learning
- text mining
- image processing
- outlier detection
- sequential data
- pairwise