• 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