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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
2018
Highly Cited
2018
Prediction of protein subcellular localization with oversampling approach and Chou's general PseAAC.
Highly Cited
2005
Highly Cited
2005
Use of nodulation pattern, stress tolerance, nodC gene amplification, RAPD-PCR and RFLP-16S rDNA analysis to discriminate genotypes of Rhizobium leguminosarum biovar viciae.
Highly Cited
2003
Highly Cited
2003
The Neanderthal taxonomic position: models of intra- and inter-specific craniofacial variation.
Highly Cited
2003
Highly Cited
2003
Properties and prediction of mitochondrial transit peptides from Plasmodium falciparum.
Highly Cited
2000
Highly Cited
2000
Description of multi-quasiparticle bands by the tilted axis cranking model
Highly Cited
1999
Highly Cited
1999
Modeling Consumer Perception of Public Space in Shopping Centers
This article presents a study of the effects of various shopping center design and management attributes on consumer evaluations… 
Highly Cited
1999
Highly Cited
1999
Carbon mineralization dynamics in soils after wildfires in two Galician forests
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… 
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