Author

V. Yu. Kovaleva

Institute of Systematics and Ecology of AnimalsORCID 0000-0003-1685-4820Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

Frequent Co-Authors

Kirill EfimoviD· 1 shared Vadim M. EfimoviD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Kirill EfimovORCID

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1 paper

Recent·Most cited

BioinformaticsVavilov Journal of Genetics and BreedingPeer-reviewedJan 10, 2020

PRINCIPAL COMPONENT ANALYSIS AND ITS GENERALIZATIONSFOR ANY TYPE SEQUENCE (PCA-SEQ)

Vadim M. Efimov, Kirill Efimov, V. Yu. Kovaleva

This paper extends singular spectral analysis (SSA) to any sequence type, introducing PCA-Seq for analyzing non-numerical data like molecular sequences.

11 citations

statistical modeldimensionality reduction

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