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Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm.
Kevin Dawson
Raymond L. Rodriguez
Wasyl Malyj
Published in:
BMC Bioinform. (2005)
Keyphrases
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high density
optimal solution
k means
learning algorithm
low density
clustering algorithm
objective function
input data
expectation maximization
similarity measure
data warehouse
hierarchical clustering
estimation algorithm
dimensional data