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On DNA numerical representations for genomic similarity computation.

Authors :
Mendizabal-Ruiz, Gerardo
Román-Godínez, Israel
Torres-Ramos, Sulema
Salido-Ruiz, Ricardo A.
Morales, J. Alejandro
Source :
PLoS ONE. 3/21/2017, Vol. 12 Issue 3, p1-27. 27p.
Publication Year :
2017

Abstract

Genomic signal processing (GSP) refers to the use of signal processing for the analysis of genomic data. GSP methods require the transformation or mapping of the genomic data to a numeric representation. To date, several DNA numeric representations (DNR) have been proposed; however, it is not clear what the properties of each DNR are and how the selection of one will affect the results when using a signal processing technique to analyze them. In this paper, we present an experimental study of the characteristics of nine of the most frequently-used DNR. The objective of this paper is to evaluate the behavior of each representation when used to measure the similarity of a given pair of DNA sequences. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
12
Issue :
3
Database :
Academic Search Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
121981684
Full Text :
https://doi.org/10.1371/journal.pone.0173288