Multitask Gaussian processes for multivariate physiological time-series analysis.
Gaussian process (GP) models are a flexible means of performing nonparametric Bayesian regression. However, GP models in healthcare are often only used to model a single univariate output time series, denoted as single-task GPs (STGP). Due to an increasing prevalence of sensors in healthcare setti...
| Main Authors: | , , , , |
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| 格式: | Journal article |
| 语言: | eng |
| 出版: |
IEEE
2015
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