JOURNAL ARTICLE

Projection sparse principal component analysis: An efficient least squares method

Giovanni Maria MerolaGemai Chen

Year: 2019 Journal:   Journal of Multivariate Analysis Vol: 173 Pages: 366-382   Publisher: Elsevier BV
Keywords:
Principal component analysis Mathematics Cardinality (data modeling) Sparse PCA Projection (relational algebra) Computation Variance (accounting) Least-squares function approximation Sparse approximation Algorithm Applied mathematics Mathematical optimization Statistics Computer science Data mining

Metrics

11
Cited By
0.52
FWCI (Field Weighted Citation Impact)
38
Refs
0.61
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Gene expression and cancer classification
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Spectroscopy and Chemometric Analyses
Physical Sciences →  Chemistry →  Analytical Chemistry
Sensory Analysis and Statistical Methods
Life Sciences →  Agricultural and Biological Sciences →  Food Science

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