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Detecting the Presence and Absence of Causal Relationships between Expression of Yeast Genes with Very Few Samples.
Eun Yong Kang
Ilya Shpitser
Chun Ye
Eleazar Eskin
Published in:
RECOMB (2009)
Keyphrases
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causal relationships
gene expression levels
gene expression data
gene expression
gene expression datasets
microarray
microarray data
regulatory networks
high throughput
microarray datasets
gene ontology
causal discovery
data sets
bayesian networks
microarray data analysis
saccharomyces cerevisiae
causal models
gene expression profiles
data mining
causal structure
gene sets
gene selection
binding sites
latent variables
experimental conditions
gene regulatory networks
cancer classification
cell cycle
protein interaction
protein interaction data
protein protein interaction networks
biological processes
influence diagrams
high dimensionality
dna binding
transcriptional regulation
signaling pathways
gene networks
biological networks
gene expression patterns
training data