• DocumentCode
    527521
  • Title

    Protein remote homology detection

  • Author

    Ying Li ; Yujing Guan ; Zhang Huaiguo ; Liang, Yung C.

  • Author_Institution
    Symbol Comput. & Knowledge Eng. Lab. of Minist. of Educ., Jilin Univ., Changchun, China
  • Volume
    2
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    514
  • Lastpage
    518
  • Abstract
    In this paper, a novel protein remote homology detection algorithm based on multiple heterogeneous biological features and kernel affinity propagation clustering is proposed. The kernel method is used to integrate the heterogeneous data sources related to protein remote homolog. In addition prediction accuracy method is extended to validate our proposed algorithm.
  • Keywords
    biology computing; pattern clustering; proteins; heterogeneous biological features; kernel affinity propagation clustering; prediction accuracy method; protein remote homology detection; Accuracy; Amino acids; Bioinformatics; Clustering algorithms; Feature extraction; Kernel; Proteins; affinity propagation clustering; heterogeneous features; kernel; protein remote homology detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5583129
  • Filename
    5583129
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=527521