BayesTSF: Measuring Uncertainty Estimation in Industrial Time Series Forecasting from a Bayesian Perspective.
Qingyi PanPei YangJingyi ZhangPublished in: ICIC (2) (2024)
Keyphrases
- bayesian estimation
- decision theory
- dempster shafer
- industrial applications
- uncertain data
- artificial neural networks
- estimation algorithm
- estimation accuracy
- accurate estimation
- robust estimation
- maximum likelihood
- viewpoint
- bayesian decision
- markov random field prior
- industrial processes
- inherent uncertainty
- quality improvement
- parametric models
- gaussian processes
- neural network
- conditional probabilities
- incomplete information
- missing data
- website
- learning algorithm