Anomaly detection in streaming data with gaussian process based stochastic differential equations.
Alex Glyn-DaviesMark GirolamiPublished in: Pattern Recognit. Lett. (2022)
Keyphrases
- streaming data
- gaussian process
- anomaly detection
- regression model
- latent variables
- model selection
- bayesian framework
- semi supervised
- approximate inference
- hyperparameters
- unsupervised learning
- network traffic
- support vector
- sliding window
- poisson process
- prior information
- information extraction
- prior knowledge
- object recognition
- data streams