Multitask Gaussian processes for multivariate physiological time-series analysis.

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...

書誌詳細
主要な著者:	Dürichen, R, Pimentel, M, Clifton, L, Schweikard, A, Clifton, D
フォーマット:	Journal article
言語:	eng
出版事項:	IEEE 2015

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