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.
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.;
Conference_Titel :
Machine Learning and Applications, 2006. ICMLA '06. 5th International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7695-2735-3
DOI :
10.1109/ICMLA.2006.9