Online Time Series Anomaly Detection with State Space Gaussian Processes.
Christian BockFrançois-Xavier AubetJan GasthausAndrey KanMing ChenLaurent CallotPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- gaussian processes
- state space
- detect anomalies
- gaussian process
- intrusion detection
- gaussian process regression
- detecting anomalies
- network intrusion detection
- multi task
- network traffic
- one class support vector machines
- anomalous behavior
- reinforcement learning
- intrusion detection system
- unsupervised learning
- negative selection algorithm
- particle filter
- gaussian process models
- non stationary
- hyperparameters
- semi supervised
- multi class
- active learning
- k means
- data analysis
- decision trees