On Integrating Prior Knowledge into Gaussian Processes for Prognostic Health Monitoring.
Simon PfingstlMarkus ZimmermannPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- health monitoring
- prior knowledge
- monitoring system
- sensor data
- gaussian process
- smart environments
- gaussian process regression
- bayesian framework
- daily life
- power supply
- hyperparameters
- covariance function
- prior information
- latent variables
- smart home
- gaussian process models
- generative model
- multi task
- bayesian inference
- labeled data
- multi class
- image segmentation