The probabilistic model and forecasting of power load based on JMAP-ML and Gaussian process.
Wengen GaoQigong ChenYuan GeYiQing HuangPublished in: Clust. Comput. (2019)
Keyphrases
- gaussian process
- probabilistic model
- latent variables
- gaussian processes
- hyperparameters
- bayesian inference
- maximum likelihood
- gaussian process regression
- approximate inference
- graphical models
- generative model
- bayesian framework
- gaussian process classification
- bayesian networks
- expectation maximization
- model selection
- language model
- regression model
- mixture model
- covariance function
- marginal likelihood
- em algorithm
- semi supervised
- sparse approximations
- expectation propagation
- topic models
- gaussian process models
- parameter estimation
- training data
- machine learning
- autoregressive
- data sets
- dynamical model
- text mining
- high dimensional
- lower bound
- similarity measure