DocumentCode
2970954
Title
A New Scheme for Nucleotide Sequence Signature Extraction
Author
Kim, Sung-Soo ; Lee, Chan-Hee ; Lee, Keon Myung ; Lee, Sung-Duk
Author_Institution
Dept. of Electr. Eng., Chungbuk N Univ.
fYear
2006
fDate
Dec. 2006
Firstpage
162
Lastpage
167
Abstract
In this paper, we have proposed a new method that extracts a set of signatures from different nucleotide groups via measuring the distances between the groups. The proposed method not only extracts automatically the signatures of different sizes via constraint relaxation, but also provides the locations of signatures in a sequence while it measures the relative distance between the groups, which provides a convenience for understanding the information on nucleotide. The performance of the proposed method is demonstrated through simulations and analysis
Keywords
biology computing; genetics; pattern classification; sequences; constraint relaxation; distance measurement; genetics; nucleotide sequence signature extraction; Biological information theory; Biomedical measurements; Data mining; Diseases; Human immunodeficiency virus; Nuclear measurements; Pattern classification; Performance analysis; Sequences; Statistical analysis; classification; nucleotide; signature; similarity.;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Applications, 2006. ICMLA '06. 5th International Conference on
Conference_Location
Orlando, FL
Print_ISBN
0-7695-2735-3
Type
conf
DOI
10.1109/ICMLA.2006.9
Filename
4041486
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