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Dynamic Bayesian Network and Nonparametric Regression for Nonlinear Modeling of Gene Networks from Time Series Gene Expression Data.
SunYong Kim
Seiya Imoto
Satoru Miyano
Published in:
CMSB (2003)
Keyphrases
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dynamic bayesian networks
gene regulatory networks
gene networks
nonparametric regression
gene expression data
bayesian networks
microarray
structure learning
particle filtering
data sets
approximate inference
microarray data
reverse engineering
high dimensionality
machine learning