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Applying stability selection to consistently estimate sparse principal components in high-dimensional molecular data.
Martin Sill
Maral Saadati
Axel Benner
Published in:
Bioinform. (2015)
Keyphrases
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high dimensional
principal components
sparse data
data sets
data points
multivariate data
kernel space
high dimensional data
data sources
data analysis
dimensionality reduction
neural network
data mining
training data