DocumentCode
2333284
Title
Exploring Three-Base Periodicity for DNA Compression and Modeling
Author
Ferreira, Paulo J S G ; Neves, António J R ; Afreixo, Vera ; Pinho, Armando J.
Author_Institution
Signal Process. Lab., Aveiro Univ.
Volume
5
fYear
2006
fDate
14-19 May 2006
Abstract
To explore the three-base periodicity often found in protein-coding DNA regions, we introduce a DNA model based on three deterministic states, where each state implements a finite-context model. The results obtained show compression gains in relation to the single finite-context model counterpart. Additionally, and potentially more interesting than the compression gain on its own, is the observation that the entropy associated to each of the three states differs and that this variation is not the same among the organisms analyzed
Keywords
DNA; proteins; DNA compression; DNA modeling; compression gains; finite-context model; protein-coding DNA regions; three-base periodicity; Bioinformatics; Compression algorithms; DNA; Data compression; Entropy; Genomics; Organisms; Proteins; Sequences; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location
Toulouse
ISSN
1520-6149
Print_ISBN
1-4244-0469-X
Type
conf
DOI
10.1109/ICASSP.2006.1661416
Filename
1661416
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