What is principal component analysis?

Molecular portraits of human breast tumours

Charles M. Perou, Thérese Sørlie, Michael B. Eisen et al. · Nature · 2000 · 16.3K citations

Medicine, Molecular Biology, Oncology +14

Independent component analysis, A new concept?

Pierre Comon · Signal Processing · 1994 · 8.2K citations · Full text

Natural Sciences, Data Science, Complex Systems +6

The biplot graphic display of matrices with application to principal component analysis

K. R. Gabriel · Biometrika · 1971 · 2.9K citations

Computing, Visualization, Data Visualization +13

Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks

Javed Khan, Jun S. Wei, Markus Ringnér et al. · Nature Medicine · 2001 · 2.7K citations · Full text

Life Sciences, Bioinformatics, Oncology +16

Singular value decomposition for genome-wide expression data processing and modeling

Orly Alter, Patrick O. Brown, David Botstein · Proceedings of the National Academy of Sciences · 2000 · 2K citations · Full text

Life Sciences, Bioinformatics, Biostatistics +15