Prediction of time series using wavelet Gaussian process for wireless sensor networks.
José MejíaAlberto Ochoa-ZezzattiOliverio Cruz-MejiaBoris MederosPublished in: Wirel. Networks (2020)
Keyphrases
- gaussian process
- gaussian process models
- wireless sensor networks
- gaussian processes
- regression model
- gaussian process regression
- latent variables
- model selection
- bayesian framework
- hyperparameters
- approximate inference
- gaussian process classification
- wavelet transform
- semi supervised
- expectation propagation
- multiscale
- marginal likelihood
- multiresolution
- sparse approximations
- wavelet coefficients
- generative model
- graphical models
- human pose estimation
- covariance function
- prior information
- maximum a posteriori
- closed form
- cross validation
- denoising
- lower bound
- learning algorithm