Predicting simulation parameters of biological systems using a Gaussian process model

Statistical Analysis and Data Mining

Volumn 5, Issue 6, 2012, Pages 509-522

  Zhu, Xiangxin ^a   Welling, Max ^a   Jin, Fang ^a   Lowengrub, John ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Biological simulation; Gaussian process; Regression

Indexed keywords

BIOINFORMATICS; BIOLOGICAL SYSTEMS; FORECASTING; GAUSSIAN DISTRIBUTION; REGRESSION ANALYSIS; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

BIOLOGICAL SIMULATION; BRUTE-FORCE SEARCHING; GAUSSIAN PROCESS MODELS; GAUSSIAN PROCESSES; OPTIMAL PARAMETER; REGRESSION; REGRESSION MODELLING; SEARCH SPACES; SIMULATION PARAMETERS; SYSTEMS BIOLOGY;

GAUSSIAN NOISE (ELECTRONIC);

EID: 84872421085     PISSN: 19321872     EISSN: 19321864     Source Type: Journal    
DOI: 10.1002/sam.11163     Document Type: Article

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