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Nearest neighbors and correlation dimension for dimensionality estimation. Application to factor analysis of real biological time series data.
Jérôme Lapuyade-Lahorgue
Ali Mohammad-Djafari
Published in:
ESANN (2011)
Keyphrases
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factor analysis
nearest neighbor
independent component analysis
high dimensional
real world
component analysis
correlation analysis
statistical tests
data points
k nearest neighbor
feature space
intrinsic dimensionality
discriminant analysis
support vector
reinforcement learning
data mining
databases