Spatial prediction with mobile sensor networks using Gaussian processes with built-in Gaussian Markov random fields.
Yunfei XuJongeun ChoiPublished in: Autom. (2012)
Keyphrases
- gaussian processes
- gaussian process models
- mobile sensor networks
- ordinal regression
- gaussian process
- gaussian markov random fields
- covariance function
- gaussian process regression
- human pose estimation
- sensor networks
- hyperparameters
- maximum likelihood
- preference learning
- multi task
- non stationary
- likelihood function
- pairwise
- data analysis
- data sets
- model selection
- markov random field
- semi supervised
- multi class
- support vector machine