Principal Component Analysis and Eective K-means Clustering
Principal Component Analysis and Effective K-means Clustering
Chris Ding and Xiaofeng He Lawrence Berkeley National Laboratory University of Californi ... more>>
Tags: cambridge ma,
neural network,
support vector,
naive bayes,
logistic regression,
neural information processing,
advances in neural information processin...,
information processing systems,
belief propagation,
m. jordan,
machine learning,
alexander strehl,
mutual information,
paper title,
application scenarios
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PRINCIPAL COMPONENTS ANALYSIS TO SUMMARIZE MICROARRAY EXPERIMENTS
PRINCIPAL COMPONENTS ANALYSIS TO SUMMARIZE MICROARRAY EXPERIMENTS: APPLICATION TO SPORULATION TIME SERIES Soumya Raychaudhuri*, Joshua M. Stuart*, ... more>>
Tags: gene expression,
microarray data,
microarray experiments,
cluster analysis,
data set,
expression data,
gene expression data,
cell cycle-regulated genes,
expression profiles,
gene expression analysis,
principal components,
expression patterns,
hierarchical clustering,
principal component analysis,
pacific symposium on biocomputing
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Spatial independent component analysis of functional MRI time
Human Brain Mapping 16:146 –157(2002)
Spatial Independent Component Analysis of Functional MRI Time-Series: To What Extent Do Results Depend on the ... more>>
Tags: fmri data,
independent component analysis,
time courses,
time course,
functional mri,
the brain,
independent components,
d. calhoun,
t. adali,
brain activation,
activation patterns,
functional magnetic resonance imaging,
functional connectivity,
independent component,
time points
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Principal Component Analysis of the Changes of the Interest
Principal Component Analysis of the Changes of the Interest Rate Curve Let r = (r1 , ..., rm), where ri is the interest rate with maturity ti , i = ... more>>
Tags: principal component analysis,
principal component,
principal components,
data set,
principal components analysis,
first principal,
covariance matrix,
factor analysis,
interest rates,
yield curve,
eigenvalues and eigenvectors,
data matrix,
factor loadings,
singular values,
scatter plots
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Face processing human perception and principal components analysis
Face processing: human perception and principal components analysis Peter J.B. Hancock*, A. Mike Burton+, and Vicki Bruce* * Department of ... more>>
Tags: face recognition,
face space,
principal components,
face images,
neural networks,
human perception,
facial expressions,
ieee transactions,
machine intelligence,
pattern analysis,
human faces,
computer vision,
face detection,
the faces,
independent component analysis
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