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Principal Component Analysis

Known as: Analysis, Principal Component, Principal Component Analyses, PCA 
A vector space transform used to reduce the dimensionality in a dataset while retaining those characteristics of the dataset that contribute most to… 
National Institutes of Health

Related topics

Related topics

3 relations

Broader (1)

Analysis, Factor

Narrower (1)

Principal component analysis of arterial velocity waveform
standards characteristics

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2004
Highly Cited
2004
Cladoceran assemblages in a mineralization gradient
Cladoceran assemblages were studied in littoral samples from 44 water bodies in Central Spain, showing great differences in… 
Highly Cited
2003
Highly Cited
2003
Properties and prediction of mitochondrial transit peptides from Plasmodium falciparum.
Highly Cited
2003
Highly Cited
2003
Characterisation of reversed-phase liquid chromatographic columns by chromatographic tests. Rational column classification by a minimal number of column test parameters.
Highly Cited
2002
Highly Cited
2002
Minimal number of chromatographic test parameters for the characterisation of reversed-phase liquid chromatographic stationary phases.
Highly Cited
2000
Highly Cited
2000
Description of multi-quasiparticle bands by the tilted axis cranking model
Highly Cited
1998
Highly Cited
1998
PHOTOSYNTHESIS OF NINE PIONEER MACARANGA SPECIES FROM BORNEO IN RELATION TO LIFE HISTORY
Early successional (pioneer) tropical tree species are characterized by a suite of ecophysiological and life history traits… 
Highly Cited
1995
Highly Cited
1995
Identification of paper quality using a hybrid electronic nose
Highly Cited
1994
Highly Cited
1994
Harmonic and anharmonic aspects in the dynamics of BPTI: A normal mode analysis and principal component analysis
A comparison is made between a 200‐ps molecular dynamics simulation in vacuum and a normal mode analysis on the protein bovine… 
Highly Cited
1992
Highly Cited
1992
Study of the bacterial flora of a non-carbonated natural mineral water.
Natural mineral water from a UK spring was monitored at various stages after it was pumped from the ground, through to bottling… 
Highly Cited
1980
Highly Cited
1980
Components of the event-related potential following degraded and undegraded visual stimuli
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